# AI SDLC Landscape: the full dataset

> A neutral, public map of the AI tools that work across the software development lifecycle. Every fact links to a public source, and a fact that is not published is shown as "Not published".

Data as of 2026-10-21. CC-BY-4.0 (https://creativecommons.org/licenses/by/4.0/). Source: https://github.com/eusholli/ai-sdlc-landscape. Relation targets that are not tools here are shown by name: Atlassian, Amazon Web Services, Azure DevOps, Backstage (CNCF), Bitbucket, Boost Security, ClickUp, Databricks, Figma, Git, GitHub, GitLab, Glean, Google, JetBrains IDEs, Jira, Grafana k6, Model Context Protocol, Microsoft, Pact, SAP, Slack, SpaceX, Stripe, Visual Studio Code, Wix.

## How to request a change

Open an issue on GitHub in plain words. People can use the form at https://github.com/eusholli/ai-sdlc-landscape/issues/new?template=request.yml. Agents can file
the same thing as plain text; no template or label is needed.

Write it in your own words. A good request says:

1. **Which tool.** Its name, or its page on this site. For a new tool, its website.
2. **What should change.** What is wrong, missing or new: a price, a customer, an acquisition, a link to another tool, or a removal.
3. **Where it is published.** A public link that shows it, ideally the vendor's own site or trade press. Listicles and "top 10" pages are not accepted, and a fact that is not published is left out.
4. **Whether you work for the vendor.** Vendors are welcome; just say so.
5. **If you are an agent,** say so, and who you act for.

One issue can hold several changes. Each is checked, then accepted, or the issue is closed with the reason.

With the GitHub CLI:

```sh
gh issue create --repo eusholli/ai-sdlc-landscape --title "<tool>: <what changes>" --body "<the request, with its public source>"
```

With the REST API (a token with permission to open issues on public repos):

```sh
curl -X POST -H "Authorization: Bearer $GITHUB_TOKEN" https://api.github.com/repos/eusholli/ai-sdlc-landscape/issues \
  -d '{"title": "<tool>: <what changes>", "body": "<the request, with its public source>"}'
```

A maintainer checks each request against the rules in CONTRIBUTING.md, then accepts it or closes the
issue with the reason. An accepted change credits the person who asked on the tool's page.

## 8090 Software Factory

- id: `8090`
- Company: 8090
- Website: https://8090.ai
- Page: https://aisdlclandscape.org/tools/8090
- Kind: tool
- Layer: Not published
- Primary phase: plan
- Phases: plan, design, code, review, test, deploy, understand
- Segment: full-lifecycle
- Claim (vendor's words): "The AI-native software development platform that keeps business leaders in the driver's seat, from spec to deploy."
- Sub-kind: Not published
- Target buyer: business leader, eng leader
- Interface: web
- Autonomy: agent
- Customers: BISSELL, Utopia Studio (Mentix), Red Oak Development, CMS ClaimsCore
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: 2024
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $135M Series A, led by Salesforce Ventures (2026)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://8090.ai (tier A, read 2026-10-05)
- customers: https://8090.ai/customer-stories (tier A, read 2026-10-05)
- customers: https://8090.ai/customer-stories/bissell (tier A, read 2026-09-04)
- customers: https://8090.ai/customer-stories/red-oak (tier A, read 2026-09-04)
- customers: https://8090.ai/customer-stories/cms-claimscore (tier A, read 2026-09-04)
- founded: https://blog.pebblous.ai/blog/agent-built-enterprise-software-oversight/en/ (tier C, read 2026-10-21)
- last_round: https://blog.pebblous.ai/blog/agent-built-enterprise-software-oversight/en/ (tier C, read 2026-10-21)
- last_round: https://www.aol.com/articles/8090-raises-135m-series-accelerate-100000000.html (tier C, read 2026-10-21)

## BMAD-METHOD

- id: `bmad`
- Company: BMad Code
- Website: https://github.com/bmad-code-org/BMAD-METHOD
- Page: https://aisdlclandscape.org/tools/bmad
- Kind: tool
- Layer: Not published
- Primary phase: plan
- Phases: plan, design, code
- Segment: multi-phase
- Claim (vendor's words): "Breakthrough Method for Agile AI-Driven Development: open-source skills that bring planning and architecture into an agent's delivery workflow."
- Sub-kind: Not published
- Target buyer: developer
- Interface: cli
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: free (open source)
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: yes
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Claude Code (`claude-code`): https://github.com/bmad-code-org/BMAD-METHOD
- Integrates with Codex (`openai-codex`): https://github.com/bmad-code-org/BMAD-METHOD

Sources:

- summary: https://github.com/bmad-code-org/BMAD-METHOD (tier A, read 2026-10-21)
- open_source: https://github.com/bmad-code-org/BMAD-METHOD (tier A, read 2026-10-21)
- pricing_model: https://github.com/bmad-code-org/BMAD-METHOD (tier A, read 2026-10-21)
- relations: https://github.com/bmad-code-org/BMAD-METHOD (tier A, read 2026-10-21)

## ChatPRD

- id: `chatprd`
- Company: ChatPRD
- Website: https://www.chatprd.ai
- Page: https://aisdlclandscape.org/tools/chatprd
- Kind: tool
- Layer: Not published
- Primary phase: plan
- Phases: plan
- Segment: point
- Claim (vendor's words): "The AI product manager for your entire team: writes product docs, coaches PMs and hands specs to coding agents."
- Sub-kind: Not published
- Target buyer: product manager
- Interface: web, mcp
- Autonomy: Not published
- Customers: Autodesk, LaunchDarkly, CallRail
- Traction: 250,000+ product managers (company claim)
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: Free; Pro $179/year
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Claude Code (`claude-code`): https://www.chatprd.ai/pricing
- Integrates with Codex (`openai-codex`): https://www.chatprd.ai/pricing
- Integrates with Atlassian (`atlassian`): https://www.chatprd.ai/pricing

Sources:

- summary: https://www.chatprd.ai (tier A, read 2026-10-21)
- customers: https://www.chatprd.ai/customers/autodesk (tier A, read 2026-10-21)
- customers: https://www.chatprd.ai/customers/launchdarkly (tier A, read 2026-10-21)
- customers: https://www.chatprd.ai/customers/callrail (tier A, read 2026-10-21)
- traction: https://www.chatprd.ai (tier A, read 2026-10-21)
- pricing_model: https://www.chatprd.ai/pricing (tier A, read 2026-10-21)
- entry_price: https://www.chatprd.ai/pricing (tier A, read 2026-10-21)
- compliance: https://www.chatprd.ai/pricing (tier A, read 2026-10-21)
- relations: https://www.chatprd.ai/pricing (tier A, read 2026-10-21)

## Kiro

- id: `kiro`
- Company: Amazon Web Services
- Website: https://kiro.dev
- Page: https://aisdlclandscape.org/tools/kiro
- Kind: tool
- Layer: Not published
- Primary phase: plan
- Phases: plan, code, test
- Segment: multi-phase
- Claim (vendor's words): "Turn prompts into executable specs, validate code correctness and build across large codebases with parallel agents."
- Sub-kind: ide-assistant
- Target buyer: developer, eng leader
- Interface: ide, cli
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: usage (credits)
- Entry price: Free tier (50 credits); Pro $20/month
- Deployment: Not published
- Models: Claude Sonnet 4.5, Qwen3 Coder Next, DeepSeek 3.2, MiniMax M2.1
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Ships inside Amazon Web Services (`aws`): https://kiro.dev/pricing/
- Built on Anthropic (Claude) (`anthropic`): https://kiro.dev/pricing/

Sources:

- summary: https://kiro.dev/ (tier A, read 2026-10-21)
- pricing_model: https://kiro.dev/pricing/ (tier A, read 2026-10-21)
- entry_price: https://kiro.dev/pricing/ (tier A, read 2026-10-21)
- models: https://kiro.dev/pricing/ (tier A, read 2026-10-21)

## Linear

- id: `linear`
- Company: Linear
- Website: https://linear.app
- Page: https://aisdlclandscape.org/tools/linear
- Kind: tool
- Layer: Not published
- Primary phase: plan
- Phases: plan
- Segment: point
- Claim (vendor's words): "The system for product development, purpose-built for planning and building products with AI agents."
- Sub-kind: Not published
- Target buyer: eng leader, product manager
- Interface: web, ide, mcp
- Autonomy: Not published
- Customers: Brex, Automattic, Opendoor, Salesforce, Mercury, Vercel, Perplexity, Lovable, Monzo
- Traction: More than 40,000 companies (company claim)
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: Free; Basic $10/user/month
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: HIPAA
- Founded: Not published
- Headquarters: Helsinki
- Headcount: Not published
- Funding total: Not published
- Last round: $82M Series C at a $1.25B valuation (2025)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://linear.app/ (tier A, read 2026-10-21)
- customers: https://linear.app/customers/brex (tier A, read 2026-10-21)
- customers: https://linear.app/pricing (tier A, read 2026-10-21)
- customers: https://linear.app/customers (tier A, read 2026-10-21)
- traction: https://linear.app/pricing (tier A, read 2026-10-21)
- pricing_model: https://linear.app/pricing (tier A, read 2026-10-21)
- entry_price: https://linear.app/pricing (tier A, read 2026-10-21)
- compliance: https://linear.app/pricing (tier A, read 2026-10-21)
- hq: https://arcticstartup.com/linear-raises-82m-series-c/ (tier B, read 2026-10-21)
- last_round: https://www.builtinsf.com/articles/linear-raises-82m-series-c-1b-valuation-20250611 (tier B, read 2026-10-21)
- last_round: https://arcticstartup.com/linear-raises-82m-series-c/ (tier B, read 2026-10-21)

## OpenSpec

- id: `openspec`
- Company: Fission AI
- Website: https://github.com/Fission-AI/OpenSpec
- Page: https://aisdlclandscape.org/tools/openspec
- Kind: tool
- Layer: Not published
- Primary phase: plan
- Phases: plan
- Segment: point
- Claim (vendor's words): "Spec-driven development for AI coding assistants, working with the 30+ tools a team already uses rather than one IDE."
- Sub-kind: Not published
- Target buyer: developer
- Interface: cli
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: free (open source)
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: yes
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with Kiro (`kiro`): https://github.com/Fission-AI/OpenSpec

Sources:

- summary: https://github.com/Fission-AI/OpenSpec (tier A, read 2026-10-21)
- open_source: https://github.com/Fission-AI/OpenSpec (tier A, read 2026-10-21)
- pricing_model: https://github.com/Fission-AI/OpenSpec (tier A, read 2026-10-21)
- relations: https://github.com/Fission-AI/OpenSpec (tier A, read 2026-10-21)

## Rinkata Hub

- id: `rinkata`
- Company: Rinkata
- Website: https://rinkata.dev
- Page: https://aisdlclandscape.org/tools/rinkata
- Kind: tool
- Layer: Not published
- Primary phase: plan
- Phases: plan, understand
- Segment: multi-phase
- Claim (vendor's words): "Where your team and your AI agents share one source of truth: goals, specs and decisions, so agents stay on track."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: web, mcp
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: Free up to 10 seats
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://rinkata.dev/ (tier A, read 2026-10-21)
- pricing_model: https://rinkata.dev/pricing (tier A, read 2026-10-21)
- entry_price: https://rinkata.dev/pricing (tier A, read 2026-10-21)

## Spec Kit

- id: `github-spec-kit`
- Company: GitHub
- Website: https://github.com/github/spec-kit
- Page: https://aisdlclandscape.org/tools/github-spec-kit
- Kind: tool
- Layer: Not published
- Primary phase: plan
- Phases: plan
- Segment: point
- Claim (vendor's words): "Open-source toolkit for spec-driven development: commands that take an agent from intake through research and definition to tasks."
- Sub-kind: Not published
- Target buyer: developer
- Interface: cli
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: free (open source)
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: yes
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Ships inside GitHub (`github`)

Sources:

- summary: https://github.com/github/spec-kit (tier A, read 2026-10-21)
- open_source: https://github.com/github/spec-kit (tier A, read 2026-10-21)
- pricing_model: https://github.com/github/spec-kit (tier A, read 2026-10-21)

## SpecStory (RunStory)

- id: `specstory`
- Company: SpecStory
- Website: https://specstory.com
- Page: https://aisdlclandscape.org/tools/specstory
- Kind: tool
- Layer: Not published
- Primary phase: plan
- Phases: plan, test, understand
- Segment: multi-phase
- Claim (vendor's words): "Saves the conversations behind your code; its RunStory product tests software and sends defects back to the coding agent."
- Sub-kind: Not published
- Target buyer: developer, eng leader
- Interface: ide, cli
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: usage
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with CodeRabbit (`coderabbit`): https://specstory.com/
- Competes with Greptile (`greptile`): https://specstory.com/

Sources:

- summary: https://specstory.com/ (tier A, read 2026-10-21)
- pricing_model: https://specstory.com/runstory/pricing (tier A, read 2026-10-21)
- relations: https://specstory.com/ (tier A, read 2026-10-21)

## Taskmaster AI

- id: `task-master`
- Company: Hamster
- Website: https://www.task-master.dev
- Page: https://aisdlclandscape.org/tools/task-master
- Kind: tool
- Layer: Not published
- Primary phase: plan
- Phases: plan
- Segment: point
- Claim (vendor's words): "Open-source, CLI-first tool that structures AI agent work: parse PRDs into tasks and subtasks with dependencies and acceptance criteria."
- Sub-kind: Not published
- Target buyer: developer
- Interface: cli
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: yes
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.task-master.dev (tier A, read 2026-10-21)
- open_source: https://www.task-master.dev (tier A, read 2026-10-21)

## Tessl

- id: `tessl`
- Company: Tessl
- Website: https://tessl.io
- Page: https://aisdlclandscape.org/tools/tessl
- Kind: tool
- Layer: Not published
- Primary phase: plan
- Phases: plan, code, understand
- Segment: multi-phase
- Claim (vendor's words): "Agent enablement platform: gives coding agents structured, versioned context, with a registry of skills and evals of model and agent harness combinations."
- Sub-kind: Not published
- Target buyer: platform team, eng leader
- Interface: cli, web
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: usage (credits)
- Entry price: Free (1,000 credits/month); paid from $100/month
- Deployment: saas, single-tenant, self-hosted
- Models: bring your own model
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: $125M (seed plus Series A)
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Claude Code (`claude-code`): https://tessl.io https://tessl.io
- Integrates with Cursor (`cursor`): https://tessl.io https://tessl.io
- Integrates with GitHub Copilot (`github-copilot`): https://tessl.io https://tessl.io

Sources:

- summary: https://tessl.io (tier A, read 2026-10-05)
- pricing_model: https://tessl.io/pricing (tier A, read 2026-10-05)
- entry_price: https://tessl.io/pricing (tier A, read 2026-10-05)
- deployment: https://tessl.io/pricing (tier A, read 2026-10-05)
- models: https://tessl.io (tier A, read 2026-10-05)
- relations: https://tessl.io (tier A, read 2026-10-05)
- funding_total: https://tessl.io/blog/announcing-our-series-a-for-ai-native-software-development (tier A, read 2026-10-21)
- funding_total: https://fortune.com/2024/11/14/tessl-funding-ai-software-development-platform/ (tier B, read 2026-10-21)

## Traycer

- id: `traycer`
- Company: Traycer AI
- Website: https://traycer.ai
- Page: https://aisdlclandscape.org/tools/traycer
- Kind: tool
- Layer: Not published
- Primary phase: plan
- Phases: plan, review
- Segment: multi-phase
- Claim (vendor's words): "Spec-first development for AI coding workflows: plan changes as epics, then hand them to the coding agent you already pay for."
- Sub-kind: Not published
- Target buyer: developer
- Interface: ide
- Autonomy: Not published
- Customers: Not published
- Traction: 240K installs on Open VSX, 40K in VS Code (company claim)
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: Free for individuals; Sync $16/user/month annual
- Deployment: Not published
- Models: ensemble incl. xAI Grok, OpenAI GPT mini models
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Claude Code (`claude-code`): https://traycer.ai/blog/inside-traycers-multi-model-architecture https://traycer.ai/pricing
- Integrates with Codex (`openai-codex`): https://traycer.ai/blog/inside-traycers-multi-model-architecture https://traycer.ai/pricing
- Integrates with Cursor (`cursor`): https://traycer.ai/blog/inside-traycers-multi-model-architecture https://traycer.ai/pricing
- Integrates with OpenCode (`opencode`): https://traycer.ai/blog/inside-traycers-multi-model-architecture https://traycer.ai/pricing

Sources:

- summary: https://traycer.ai/ (tier A, read 2026-10-21)
- traction: https://traycer.ai/ (tier A, read 2026-10-21)
- pricing_model: https://traycer.ai/pricing (tier A, read 2026-10-21)
- entry_price: https://traycer.ai/pricing (tier A, read 2026-10-21)
- models: https://traycer.ai/blog/inside-traycers-multi-model-architecture (tier A, read 2026-10-21)
- relations: https://traycer.ai/pricing (tier A, read 2026-10-21)

## Anima

- id: `anima`
- Company: Anima
- Website: https://www.animaapp.com
- Page: https://aisdlclandscape.org/tools/anima
- Kind: tool
- Layer: Not published
- Primary phase: design
- Phases: design, code
- Segment: multi-phase
- Claim (vendor's words): "The design-aware AI agent: from Figma files, URLs or prompts it generates production-ready apps."
- Sub-kind: app-builder
- Target buyer: designer, developer
- Interface: web, figma plugin, api
- Autonomy: Not published
- Customers: Apple, Netflix, Walmart, Disney, Deloitte, Amazon
- Traction: Used by more than 1.8 million builders (company claim)
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: Enterprise from $500/month annual
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: 2017
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $10M Series A, led by MizMaa Ventures (2021)
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Ships inside Bolt (`bolt`): https://www.animaapp.com/
- Ships inside Replit Agent (`replit`): https://www.animaapp.com/
- Integrates with Figma (`figma`): https://www.animaapp.com/

Sources:

- summary: https://www.animaapp.com/ (tier A, read 2026-10-21)
- customers: https://www.animaapp.com/about (tier A, read 2026-10-21)
- traction: https://www.animaapp.com/about (tier A, read 2026-10-21)
- pricing_model: https://www.animaapp.com/pricing (tier A, read 2026-10-21)
- entry_price: https://www.animaapp.com/pricing (tier A, read 2026-10-21)
- relations: https://www.animaapp.com/ (tier A, read 2026-10-21)
- founded: https://www.calcalistech.com/ctechnews/article/hkm511mmdbe (tier B, read 2026-10-21)
- last_round: https://www.calcalistech.com/ctechnews/article/hkm511mmdbe (tier B, read 2026-10-21)

## Builder.io (Fusion)

- id: `builder-io`
- Company: Builder.io
- Website: https://www.builder.io
- Page: https://aisdlclandscape.org/tools/builder-io
- Kind: tool
- Layer: Not published
- Primary phase: design
- Phases: design, code, review, test
- Segment: multi-phase
- Claim (vendor's words): "One codebase for engineers, designers, PMs and marketers, who build together with AI agents on real production code."
- Sub-kind: app-builder
- Target buyer: product team, eng leader
- Interface: web, slack
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: Free; paid plans from $24/user/month
- Deployment: saas, private cloud, on-prem
- Models: Claude, Codex, Gemini
- Open source: Not published
- Compliance: SOC 2 Type II, GDPR
- Founded: 2019
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with GitHub (`github`): https://www.builder.io/ https://www.builder.io/
- Integrates with GitLab (`gitlab`): https://www.builder.io/ https://www.builder.io/
- Integrates with Bitbucket (`bitbucket`): https://www.builder.io/ https://www.builder.io/
- Integrates with Slack (`slack`): https://www.builder.io/ https://www.builder.io/
- Integrates with Jira (`jira`): https://www.builder.io/ https://www.builder.io/
- Competes with Lovable (`lovable`): https://www.builder.io/ https://www.builder.io/
- Competes with Bolt (`bolt`): https://www.builder.io/ https://www.builder.io/
- Competes with Replit Agent (`replit`): https://www.builder.io/ https://www.builder.io/
- Competes with Figma Make (`figma-make`): https://www.builder.io/ https://www.builder.io/

Sources:

- summary: https://www.builder.io/ (tier A, read 2026-10-21)
- pricing_model: https://www.builder.io/pricing (tier A, read 2026-10-21)
- entry_price: https://www.builder.io/pricing (tier A, read 2026-10-21)
- models: https://www.builder.io/ (tier A, read 2026-10-21)
- compliance: https://www.builder.io/compare/builder-vs-lovable (tier A, read 2026-10-21)
- deployment: https://www.builder.io/compare/builder-vs-bolt (tier A, read 2026-10-21)
- relations: https://www.builder.io/ (tier A, read 2026-10-21)
- relations: https://www.builder.io/compare/builder-vs-lovable (tier A, read 2026-10-21)
- relations: https://www.builder.io/compare/builder-vs-bolt (tier A, read 2026-10-21)
- relations: https://www.builder.io/compare/builder-vs-replit (tier A, read 2026-10-21)
- relations: https://www.builder.io/compare/builder-vs-figma-make (tier A, read 2026-10-21)
- founded: https://cmscritic.com/builderio-nets-20m-from-microsofts-venture-fund-what-it-means-for-the-future-of-headless-cms (tier C, read 2026-10-21)

## Catio

- id: `catio`
- Company: Catio
- Website: https://www.catio.tech
- Page: https://aisdlclandscape.org/tools/catio
- Kind: tool
- Layer: Not published
- Primary phase: design
- Phases: design, understand, platform
- Segment: multi-phase
- Claim (vendor's words): "The Architecture IDE: the reasoning, decision, design and governance layer for modern tech stacks."
- Sub-kind: Not published
- Target buyer: architect, cto
- Interface: web
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $3M (2025)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.catio.tech (tier A, read 2026-10-21)
- last_round: https://www.catio.tech/blog (tier A, read 2026-10-21)
- last_round: https://theaiinsider.tech/2025/03/26/catio-secures-3m-to-revolutionize-tech-decision-making-with-ai-powered-intelligence/ (tier C, read 2026-10-21)

## Eraser

- id: `eraser`
- Company: Eraser
- Website: https://www.eraser.io
- Page: https://aisdlclandscape.org/tools/eraser
- Kind: tool
- Layer: Not published
- Primary phase: design
- Phases: design, understand
- Segment: multi-phase
- Claim (vendor's words): "AI for diagrams that matter: create technical diagrams with AI and deliver consistent, accurate designs faster."
- Sub-kind: Not published
- Target buyer: architect, developer
- Interface: web
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: Free; $15/member/month
- Deployment: saas, single-tenant, self-hosted
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.eraser.io (tier A, read 2026-10-21)
- pricing_model: https://www.eraser.io/pricing (tier A, read 2026-10-21)
- entry_price: https://www.eraser.io/pricing (tier A, read 2026-10-21)
- compliance: https://www.eraser.io (tier A, read 2026-10-21)
- deployment: https://www.eraser.io (tier A, read 2026-10-21)

## Figma Make

- id: `figma-make`
- Company: Figma
- Website: https://www.figma.com/make
- Page: https://aisdlclandscape.org/tools/figma-make
- Kind: tool
- Layer: Not published
- Primary phase: design
- Phases: design, code
- Segment: multi-phase
- Claim (vendor's words): "Turn ideas into working prototypes and apps with AI, starting from design context and a prompt, then editing on the canvas."
- Sub-kind: app-builder
- Target buyer: designer, product manager
- Interface: web
- Autonomy: Not published
- Customers: Airbnb, Atlassian, Dropbox, Duolingo, GitHub, Microsoft, Netflix, Stripe, Zoom
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Ships inside Figma (`figma`)

Sources:

- summary: https://www.figma.com/make (tier A, read 2026-10-21)
- customers: https://www.figma.com/make (tier A, read 2026-10-21)

## Locofy.ai

- id: `locofy`
- Company: Locofy.ai
- Website: https://www.locofy.ai
- Page: https://aisdlclandscape.org/tools/locofy
- Kind: tool
- Layer: Not published
- Primary phase: design
- Phases: design, code
- Segment: multi-phase
- Claim (vendor's words): "Converts Figma and Penpot designs into developer-friendly code for React, React Native, Flutter, Vue, Angular, Next.js and more."
- Sub-kind: Not published
- Target buyer: developer
- Interface: figma plugin, ide
- Autonomy: Not published
- Customers: SpringCT, CosmicWeb
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: 2021
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $4.25M (2023)
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Figma (`figma`): https://www.locofy.ai/ https://www.locofy.ai/products/vs-code
- Integrates with GitHub (`github`): https://www.locofy.ai/ https://www.locofy.ai/products/vs-code
- Integrates with Visual Studio Code (`vs-code`): https://www.locofy.ai/ https://www.locofy.ai/products/vs-code

Sources:

- summary: https://www.locofy.ai/ (tier A, read 2026-10-21)
- customers: https://www.locofy.ai/case-studies/springct-utilized-locofy-to-develop-fmc-platform (tier A, read 2026-10-21)
- customers: https://www.locofy.ai/case-studies/cosmicweb-saves-development-time-with-locofyai (tier A, read 2026-10-21)
- relations: https://www.locofy.ai/ (tier A, read 2026-10-21)
- relations: https://www.locofy.ai/products/vs-code (tier A, read 2026-10-21)
- founded: https://e27.co/locofy-the-low-code-platform-that-helps-users-convert-design-to-code-raises-us3m-in-pre-seed-funding-20220322/ (tier C, read 2026-10-21)
- last_round: https://www.finsmes.com/2023/05/locofy-ai-raises-4-25m-in-funding.html (tier B, read 2026-10-21)

## Stitch

- id: `google-stitch`
- Company: Google
- Website: https://stitch.withgoogle.com
- Page: https://aisdlclandscape.org/tools/google-stitch
- Kind: tool
- Layer: Not published
- Primary phase: design
- Phases: design
- Segment: point
- Claim (vendor's words): "Generates UIs for mobile and web applications, making design ideation fast and easy."
- Sub-kind: Not published
- Target buyer: designer, developer
- Interface: web
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Ships inside Google (`google-co`)
- Built on Google (Gemini) (`google`)

Sources:

- summary: https://stitch.withgoogle.com/ (tier A, read 2026-10-21)

## Uizard

- id: `uizard`
- Company: Uizard Technologies
- Website: https://uizard.io
- Page: https://aisdlclandscape.org/tools/uizard
- Kind: tool
- Layer: Not published
- Primary phase: design
- Phases: design
- Segment: point
- Claim (vendor's words): "UI design for apps, websites and desktop software in minutes, powered by AI; if you can use Google Slides, you can use Uizard."
- Sub-kind: Not published
- Target buyer: product manager, designer
- Interface: web
- Autonomy: Not published
- Customers: IBM, Tesla, Google, Pinterest, Atlassian, Adidas, Samsung
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: Free; Pro $12/month annual
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://uizard.io/ (tier A, read 2026-10-21)
- customers: https://uizard.io/ (tier A, read 2026-10-21)
- customers: https://uizard.io/solutions/ (tier A, read 2026-10-21)
- pricing_model: https://uizard.io/pricing/ (tier A, read 2026-10-21)
- entry_price: https://uizard.io/pricing/ (tier A, read 2026-10-21)

## Aider

- id: `aider`
- Company: Aider (open source)
- Website: https://aider.chat
- Page: https://aisdlclandscape.org/tools/aider
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code
- Segment: point
- Claim (vendor's words): "AI pair programming in your terminal: maps your whole codebase and works with most LLMs, cloud or local."
- Sub-kind: cli-agent
- Target buyer: developer
- Interface: cli
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: free (open source)
- Entry price: Not published
- Deployment: Not published
- Models: Claude, DeepSeek, OpenAI, local models
- Open source: yes
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Git (`git`): https://aider.chat/ https://aider.chat/docs/git.html

Sources:

- summary: https://aider.chat/ (tier A, read 2026-10-21)
- open_source: https://aider.chat/docs/faq.html (tier A, read 2026-10-21)
- pricing_model: https://aider.chat/docs/faq.html (tier A, read 2026-10-21)
- models: https://aider.chat/ (tier A, read 2026-10-21)
- relations: https://aider.chat/docs/git.html (tier A, read 2026-10-21)

## Amazon Q Developer

- id: `amazon-q-developer`
- Company: Amazon Web Services
- Website: https://aws.amazon.com/q/developer
- Page: https://aisdlclandscape.org/tools/amazon-q-developer
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, maintain, security
- Segment: multi-phase
- Claim (vendor's words): "AI coding assistant that writes, debugs and refactors code natively in your IDE and across AWS."
- Sub-kind: ide-assistant
- Target buyer: developer, eng leader
- Interface: ide, cli
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: free tier plus seat
- Entry price: Perpetual free tier (50 agentic chats/month)
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Ships inside Amazon Web Services (`aws`)

Sources:

- summary: https://aws.amazon.com/q/developer (tier A, read 2026-10-21)
- pricing_model: https://aws.amazon.com/q/developer (tier A, read 2026-10-21)
- entry_price: https://aws.amazon.com/q/developer (tier A, read 2026-10-21)

## Amp

- id: `amp`
- Company: Amp
- Website: https://ampcode.com
- Page: https://aisdlclandscape.org/tools/amp
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code
- Segment: point
- Claim (vendor's words): "A coding agent and development environment built for the frontier, running agents in cloud 'orbs' with several models."
- Sub-kind: cli-agent
- Target buyer: developer
- Interface: cli, ide, web
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: usage
- Entry price: Hobby free; orbs pay as you go
- Deployment: saas, self-hosted runners
- Models: GPT-5.6, Claude Fable 5.1, fast models
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with GitHub (`github`): https://ampcode.com/docs https://ampcode.com/docs/integrations
- Integrates with Linear (`linear`): https://ampcode.com/docs https://ampcode.com/docs/integrations
- Integrates with Slack (`slack`): https://ampcode.com/docs https://ampcode.com/docs/integrations
- Built on OpenAI (GPT, Codex) (`openai`): https://ampcode.com/docs https://ampcode.com/docs/integrations
- Built on Anthropic (Claude) (`anthropic`): https://ampcode.com/docs https://ampcode.com/docs/integrations

Sources:

- summary: https://ampcode.com/ (tier A, read 2026-10-21)
- pricing_model: https://ampcode.com/pricing (tier A, read 2026-10-21)
- entry_price: https://ampcode.com/pricing (tier A, read 2026-10-21)
- models: https://ampcode.com/docs (tier A, read 2026-10-21)
- deployment: https://ampcode.com/pricing (tier A, read 2026-10-21)
- relations: https://ampcode.com/docs/integrations (tier A, read 2026-10-21)
- relations: https://ampcode.com/docs (tier A, read 2026-10-21)

## Anything

- id: `anything`
- Company: Anything
- Website: https://www.createanything.com
- Page: https://aisdlclandscape.org/tools/anything
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code
- Segment: point
- Claim (vendor's words): "Your AI agent for turning ideas into apps: build sites, apps, tools and products by describing what you want."
- Sub-kind: app-builder
- Target buyer: non-developer
- Interface: web
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $11M Series A at a $100M valuation, led by Footwork
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.createanything.com (tier A, read 2026-10-21)
- last_round: https://www.anything.com/blog/anything-series-a (tier C, read 2026-10-21)
- last_round: https://techfundingnews.com/anything-raises-11m-series-a-no-code-ai-app-development/ (tier B, read 2026-10-21)

## Base44

- id: `base44`
- Company: Wix
- Website: https://base44.com
- Page: https://aisdlclandscape.org/tools/base44
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, deploy
- Segment: multi-phase
- Claim (vendor's words): "No-code AI development platform that turns ideas into fully functional apps and websites."
- Sub-kind: app-builder
- Target buyer: non-developer
- Interface: web
- Autonomy: Not published
- Customers: Not published
- Traction: Trusted by 10M+ builders (company claim)
- Go-to-market partners: Not published
- Pricing model: subscription (credits)
- Entry price: Free; paid from $16/month
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: acquired
- Last verified: 2026-10-21

Relations:

- Acquired by Wix (`wix`): https://en.globes.co.il/en/article-wix-acquires-israeli-vibe-coding-co-base44-1001513267 https://en.globes.co.il/en/article-wix-acquires-israeli-vibe-coding-co-base44-1001513267

Sources:

- summary: https://base44.com/ (tier A, read 2026-10-21)
- traction: https://base44.com/ (tier A, read 2026-10-21)
- pricing_model: https://base44.com/pricing (tier A, read 2026-10-21)
- entry_price: https://base44.com/pricing (tier A, read 2026-10-21)
- status: https://en.globes.co.il/en/article-wix-acquires-israeli-vibe-coding-co-base44-1001513267 (tier B, read 2026-10-21)
- relations: https://en.globes.co.il/en/article-wix-acquires-israeli-vibe-coding-co-base44-1001513267 (tier B, read 2026-10-21)

## Bolt

- id: `bolt`
- Company: StackBlitz
- Website: https://bolt.new
- Page: https://aisdlclandscape.org/tools/bolt
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, deploy
- Segment: multi-phase
- Claim (vendor's words): "AI builder for websites, apps and prototypes: build and scale using your words."
- Sub-kind: app-builder
- Target buyer: non-developer, developer
- Interface: web
- Autonomy: Not published
- Customers: Accenture, Shopify, Google, Cloudflare
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: subscription
- Entry price: Free; Pro from $216/year
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2, GDPR, ISO 27001 (enterprise)
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://bolt.new/ (tier A, read 2026-10-21)
- customers: https://bolt.new/pricing (tier A, read 2026-10-21)
- pricing_model: https://bolt.new/pricing (tier A, read 2026-10-21)
- entry_price: https://bolt.new/pricing (tier A, read 2026-10-21)
- compliance: https://bolt.new/pricing (tier A, read 2026-10-21)

## Charlie (Daemons)

- id: `charlie-labs`
- Company: Charlie Labs
- Website: https://charlielabs.ai
- Page: https://aisdlclandscape.org/tools/charlie-labs
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, review, maintain
- Segment: multi-phase
- Claim (vendor's words): "Daemons: always-on AI processes, defined in Markdown, that work proactively across Slack, Linear and GitHub with no prompts."
- Sub-kind: autonomous-agent
- Target buyer: eng leader
- Interface: slack, pr-bot
- Autonomy: autonomous
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: subscription
- Entry price: Free; $50/month
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Slack (`slack`): https://charlielabs.ai/
- Integrates with Linear (`linear`): https://charlielabs.ai/
- Integrates with GitHub (`github`): https://charlielabs.ai/

Sources:

- summary: https://charlielabs.ai/ (tier A, read 2026-10-21)
- pricing_model: https://charlielabs.ai/pricing/ (tier A, read 2026-10-21)
- entry_price: https://charlielabs.ai/pricing/ (tier A, read 2026-10-21)
- relations: https://charlielabs.ai/ (tier A, read 2026-10-21)

## Claude Code

- id: `claude-code`
- Company: Anthropic
- Website: https://www.claude.com/product/claude-code
- Page: https://aisdlclandscape.org/tools/claude-code
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, understand, review, test
- Segment: multi-phase
- Claim (vendor's words): "Anthropic's agentic coding tool: understands your codebase, edits files, runs commands and turns issues into pull requests."
- Sub-kind: cli-agent
- Target buyer: developer
- Interface: cli, ide, web, slack
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: subscription
- Entry price: Included in Claude Pro
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Ships inside Anthropic (Claude) (`anthropic`): https://www.claude.com/product/claude-code
- Built on Anthropic (Claude) (`anthropic`): https://www.claude.com/product/claude-code
- Integrates with GitHub (`github`): https://www.claude.com/product/claude-code
- Integrates with GitLab (`gitlab`): https://www.claude.com/product/claude-code

Sources:

- summary: https://www.claude.com/product/claude-code (tier A, read 2026-10-21)
- pricing_model: https://www.claude.com/product/claude-code (tier A, read 2026-10-21)
- entry_price: https://www.claude.com/product/claude-code (tier A, read 2026-10-21)
- relations: https://www.claude.com/product/claude-code (tier A, read 2026-10-21)

## Cline

- id: `cline`
- Company: Cline
- Website: https://cline.bot
- Page: https://aisdlclandscape.org/tools/cline
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, plan
- Segment: multi-phase
- Claim (vendor's words): "Open-source AI coding agent with Plan/Act modes, MCP integration and terminal-first workflows, using any model or endpoint."
- Sub-kind: ide-assistant
- Target buyer: developer
- Interface: ide, cli
- Autonomy: agent
- Customers: Not published
- Traction: Trusted by 11M+ developers (company claim)
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Claude, GPT, Gemini, Ollama, LM Studio, any OpenAI-compatible endpoint
- Open source: yes
- Compliance: Not published
- Founded: 2024
- Headquarters: Not published
- Headcount: Not published
- Funding total: $32M (seed and Series A)
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://cline.bot (tier A, read 2026-10-21)
- traction: https://cline.bot (tier A, read 2026-10-21)
- open_source: https://cline.bot (tier A, read 2026-10-21)
- models: https://cline.bot (tier A, read 2026-10-21)
- founded: https://startupintros.com/orgs/cline (tier C, read 2026-10-21)
- funding_total: https://cline.bot/blog/cline-raises-32m-series-a-and-seed-funding-building-the-open-source-ai-coding-agent-that-enterprises-trust (tier A, read 2026-10-21)

## Codegen

- id: `codegen`
- Company: ClickUp
- Website: https://codegen.com
- Page: https://aisdlclandscape.org/tools/codegen
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code
- Segment: point
- Claim (vendor's words): "Autonomous code agents that ClickUp acquired to power its Super Agents; codegen.com is now a directory of AI coding tools."
- Sub-kind: autonomous-agent
- Target buyer: Not published
- Interface: Not published
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: 2022
- Headquarters: Not published
- Headcount: Not published
- Funding total: $16.2M (2023)
- Last round: Not published
- Status: acquired
- Last verified: 2026-10-21

Relations:

- Acquired by ClickUp (`clickup`): https://www.reworked.co/digital-workplace/clickup-acquires-codegen-to-power-project-management-work-management-super-agents/ https://www.reworked.co/digital-workplace/clickup-acquires-codegen-to-power-project-management-work-management-super-agents/

Sources:

- summary: https://codegen.com/ (tier A, read 2026-10-21)
- summary: https://www.reworked.co/digital-workplace/clickup-acquires-codegen-to-power-project-management-work-management-super-agents/ (tier B, read 2026-10-21)
- status: https://www.reworked.co/digital-workplace/clickup-acquires-codegen-to-power-project-management-work-management-super-agents/ (tier B, read 2026-10-21)
- relations: https://www.reworked.co/digital-workplace/clickup-acquires-codegen-to-power-project-management-work-management-super-agents/ (tier B, read 2026-10-21)
- founded: https://startupintros.com/orgs/codegen (tier C, read 2026-10-21)
- funding_total: https://www.reworked.co/digital-workplace/clickup-acquires-codegen-to-power-project-management-work-management-super-agents/ (tier B, read 2026-10-21)

## Codex

- id: `openai-codex`
- Company: OpenAI
- Website: https://developers.openai.com/codex
- Page: https://aisdlclandscape.org/tools/openai-codex
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, review
- Segment: multi-phase
- Claim (vendor's words): "OpenAI's coding agent: runs locally in the terminal, in the editor (VS Code, Cursor, Windsurf) and in the cloud through ChatGPT."
- Sub-kind: cli-agent
- Target buyer: developer
- Interface: cli, ide, web
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: included in ChatGPT plans, or API key
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: yes
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Ships inside OpenAI (GPT, Codex) (`openai`)
- Built on OpenAI (GPT, Codex) (`openai`)

Sources:

- summary: https://github.com/openai/codex (tier C, read 2026-10-21)
- summary: https://developers.openai.com/codex (tier A, read 2026-10-21)
- open_source: https://github.com/openai/codex (tier C, read 2026-10-21)
- pricing_model: https://github.com/openai/codex (tier C, read 2026-10-21)

## Continue

- id: `continue`
- Company: Continue (Cursor)
- Website: https://www.continue.dev
- Page: https://aisdlclandscape.org/tools/continue
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code
- Segment: point
- Claim (vendor's words): "Open-source AI code assistant for VS Code and JetBrains; the company has been acquired by Cursor."
- Sub-kind: ide-assistant
- Target buyer: Not published
- Interface: Not published
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: acquired
- Last verified: 2026-10-21

Relations:

- Acquired by Cursor (`cursor`): https://www.continue.dev https://www.continue.dev

Sources:

- summary: https://www.continue.dev (tier A, read 2026-10-21)
- status: https://www.continue.dev (tier A, read 2026-10-21)
- relations: https://www.continue.dev (tier A, read 2026-10-21)

## Cosine

- id: `cosine`
- Company: Cosine
- Website: https://cosine.sh
- Page: https://aisdlclandscape.org/tools/cosine
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, maintain
- Segment: multi-phase
- Claim (vendor's words): "The sovereign AI lab: trains models and specialised coding agents for organisations that need frontier capability inside secure environments."
- Sub-kind: autonomous-agent
- Target buyer: eng leader, regulated enterprise
- Interface: cli, web
- Autonomy: autonomous
- Customers: Not published
- Traction: Not published
- Go-to-market partners: partner programme (unnamed partners)
- Pricing model: subscription
- Entry price: $19/month
- Deployment: saas, dedicated tenant, on-prem, air-gapped
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: 2022
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $2.5M (2024)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- gtm_partners: https://cosine.sh/partner (tier A, read 2026-10-21)
- summary: https://cosine.sh (tier A, read 2026-10-21)
- pricing_model: https://cosine.sh/pricing (tier A, read 2026-10-21)
- entry_price: https://cosine.sh/pricing (tier A, read 2026-10-21)
- deployment: https://cosine.sh/partner (tier A, read 2026-10-21)
- deployment: https://cosine.sh (tier A, read 2026-10-21)
- founded: https://www.finsmes.com/2024/08/cosine-raises-2-5m-in-funding.html (tier B, read 2026-10-21)
- last_round: https://www.finsmes.com/2024/08/cosine-raises-2-5m-in-funding.html (tier B, read 2026-10-21)

## Cursor

- id: `cursor`
- Company: Anysphere (SpaceX)
- Website: https://cursor.com
- Page: https://aisdlclandscape.org/tools/cursor
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, review
- Segment: multi-phase
- Claim (vendor's words): "AI coding agent for building ambitious software: agents turn ideas into code across desktop, CLI and cloud."
- Sub-kind: ide-assistant
- Target buyer: developer, eng leader
- Interface: ide, cli, web
- Autonomy: agent
- Customers: Stripe
- Traction: Not published
- Go-to-market partners: none: sold direct only, no resellers (company claim)
- Pricing model: subscription plus usage
- Entry price: Not published
- Deployment: Not published
- Models: OpenAI, Anthropic, Gemini, SpaceXAI (Grok), Cursor's own models
- Open source: Not published
- Compliance: Not published
- Founded: 2022
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $2.3B at a $29.3B post-money valuation (Nov 2025), before the SpaceX sale
- Status: acquired (by SpaceX for $60B, closed 14 Aug 2026)
- Last verified: 2026-10-21

Relations:

- Acquired by SpaceX (`spacex`): https://cursor.com/pricing https://www.cnbc.com/2026/08/29/openai-cursor-spacex-model-access.html
- Built on OpenAI (GPT, Codex) (`openai`): https://cursor.com/pricing https://www.cnbc.com/2026/08/29/openai-cursor-spacex-model-access.html
- Built on Anthropic (Claude) (`anthropic`): https://cursor.com/pricing https://www.cnbc.com/2026/08/29/openai-cursor-spacex-model-access.html
- Built on Google (Gemini) (`google`): https://cursor.com/pricing https://www.cnbc.com/2026/08/29/openai-cursor-spacex-model-access.html

Sources:

- gtm_partners: https://cursor.com/pricing (tier A, read 2026-10-21)
- summary: https://cursor.com/ (tier A, read 2026-10-05)
- customers: https://cursor.com/customers (tier A, read 2026-10-05)
- status: https://www.cnbc.com/2026/08/29/openai-cursor-spacex-model-access.html (tier B, read 2026-10-21)
- status: https://techcrunch.com/2026/09/08/cognition-hits-48b-valuation-signaling-investors-believe-ai-coding-is-far-from-a-winner-take-all-market/ (tier B, read 2026-10-21)
- pricing_model: https://cursor.com/pricing (tier A, read 2026-10-21)
- models: https://cursor.com/ (tier A, read 2026-10-05)
- relations: https://techcrunch.com/2026/09/08/cognition-hits-48b-valuation-signaling-investors-believe-ai-coding-is-far-from-a-winner-take-all-market/ (tier B, read 2026-10-21)
- relations: https://cursor.com/ (tier A, read 2026-10-05)
- founded: https://www.cnbc.com/2025/11/13/cursor-ai-startup-funding-round-valuation.html (tier B, read 2026-10-21)
- last_round: https://www.cnbc.com/2025/11/13/cursor-ai-startup-funding-round-valuation.html (tier B, read 2026-10-21)

## Devin

- id: `cognition-devin`
- Company: Cognition
- Website: https://cognition.ai
- Page: https://aisdlclandscape.org/tools/cognition-devin
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, plan, review, test, maintain, understand
- Segment: full-lifecycle
- Claim (vendor's words): "Devin, the first autonomous software engineer, plans, writes, tests and ships production code inside your existing workflows."
- Sub-kind: autonomous-agent
- Target buyer: eng leader
- Interface: web, ide, cli, slack
- Autonomy: autonomous
- Customers: Mercedes-Benz
- Traction: Crossed $1B annualized revenue run rate (company claim)
- Go-to-market partners: Cognizant, Infosys, LTM
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: FedRAMP High (in process)
- Founded: 2024
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $2B+ Series E at a $48B valuation, led by Andreessen Horowitz and Accel (Sept 2026)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- gtm_partners: https://cognition.ai/blog (tier A, read 2026-10-21)
- summary: https://cognition.ai (tier A, read 2026-10-05)
- customers: https://cognition.ai/blog (tier A, read 2026-10-21)
- traction: https://cognition.ai (tier A, read 2026-10-05)
- traction: https://cognition.ai/blog (tier A, read 2026-10-21)
- compliance: https://cognition.ai/blog (tier A, read 2026-10-21)
- founded: https://techcrunch.com/2026/09/08/cognition-hits-48b-valuation-signaling-investors-believe-ai-coding-is-far-from-a-winner-take-all-market/ (tier B, read 2026-10-21)
- last_round: https://cognition.com/blog/series-e (tier C, read 2026-10-21)
- last_round: https://techcrunch.com/2026/09/08/cognition-hits-48b-valuation-signaling-investors-believe-ai-coding-is-far-from-a-winner-take-all-market/ (tier B, read 2026-10-21)

## Ellipsis

- id: `ellipsis`
- Company: Ellipsis
- Website: https://www.ellipsis.dev
- Page: https://aisdlclandscape.org/tools/ellipsis
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, review, maintain
- Segment: multi-phase
- Claim (vendor's words): "Managed Claude Code agents in the cloud: define agents as config files in your repo and Ellipsis runs them to build features, fix bugs and investigate."
- Sub-kind: autonomous-agent
- Target buyer: platform team
- Interface: pr-bot, slack
- Autonomy: autonomous
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: usage (tokens at cost plus 10%)
- Entry price: $0 per seat
- Deployment: saas, vpc (AWS)
- Models: Not published
- Open source: Not published
- Compliance: SOC 2
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Claude Code (`claude-code`): https://www.ellipsis.dev/platform
- Integrates with Codex (`openai-codex`): https://www.ellipsis.dev/platform

Sources:

- summary: https://www.ellipsis.dev (tier A, read 2026-10-21)
- pricing_model: https://www.ellipsis.dev/pricing (tier A, read 2026-10-21)
- pricing_model: https://www.ellipsis.dev/docs/pricing (tier A, read 2026-10-21)
- entry_price: https://www.ellipsis.dev/pricing (tier A, read 2026-10-21)
- compliance: https://www.ellipsis.dev/platform (tier A, read 2026-10-21)
- deployment: https://www.ellipsis.dev/pricing (tier A, read 2026-10-21)
- relations: https://www.ellipsis.dev/platform (tier A, read 2026-10-21)

## Emergent

- id: `emergent`
- Company: Emergent
- Website: https://emergent.sh
- Page: https://aisdlclandscape.org/tools/emergent
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, deploy
- Segment: multi-phase
- Claim (vendor's words): "Vibe-code production-ready web and mobile apps in minutes with AI agents."
- Sub-kind: app-builder
- Target buyer: non-developer, business
- Interface: web
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: subscription
- Entry price: Free; Standard $20/month
- Deployment: saas, vpc (enterprise)
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $130M Series C at a $1.5B valuation
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://emergent.sh (tier A, read 2026-10-21)
- pricing_model: https://emergent.sh/pricing (tier A, read 2026-10-21)
- entry_price: https://emergent.sh/pricing (tier A, read 2026-10-21)
- deployment: https://emergent.sh/pricing (tier A, read 2026-10-21)
- last_round: https://www.saasrise.com/deals/indian-ai-coding-startup-emergent-becomes-a-unicorn-with-130m-series-c-a35c7b87-3271-4587-8d53-bf9a593e6e14 (tier C, read 2026-10-21)

## Factory (Droids)

- id: `factory`
- Company: Factory
- Website: https://factory.ai
- Page: https://aisdlclandscape.org/tools/factory
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, review, test, deploy, operate, understand, maintain
- Segment: full-lifecycle
- Claim (vendor's words): "Factory Droids automate coding, testing and deployment for startups and enterprises; also ships code review and a living AutoWiki per repository."
- Sub-kind: autonomous-agent
- Target buyer: eng leader, developer
- Interface: cli, ide, web, slack
- Autonomy: autonomous
- Customers: Blackstone, Groq
- Traction: Not published
- Go-to-market partners: OpenAI marketplace
- Pricing model: subscription plus usage
- Entry price: Pro $20/month
- Deployment: saas, on-prem
- Models: GPT-5, Claude Opus, Claude Sonnet, Gemini, open-weight models
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $200M at a $5B valuation; Khosla Ventures, Blackstone, Sequoia (2026)
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Partners with OpenAI (GPT, Codex) (`openai`): https://factory.ai/news https://factory.ai/pricing

Sources:

- gtm_partners: https://factory.ai/news (tier A, read 2026-10-21)
- summary: https://factory.ai (tier A, read 2026-10-21)
- customers: https://factory.ai/enterprise (tier A, read 2026-10-21)
- pricing_model: https://factory.ai/pricing (tier A, read 2026-10-21)
- entry_price: https://factory.ai/pricing (tier A, read 2026-10-21)
- models: https://factory.ai/pricing (tier A, read 2026-10-21)
- deployment: https://factory.ai/pricing (tier A, read 2026-10-21)
- relations: https://factory.ai/news (tier A, read 2026-10-21)
- last_round: https://techfundingnews.com/factory-jumps-to-5b-in-5-months-with-200m-for-its-ai-droids/ (tier B, read 2026-10-15)

## Firebase Studio

- id: `firebase-studio`
- Company: Google
- Website: https://firebase.studio
- Page: https://aisdlclandscape.org/tools/firebase-studio
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, deploy
- Segment: multi-phase
- Claim (vendor's words): "Web-based workspace for full-stack development with AI agents and Gemini: build backends, front ends and mobile apps in one place."
- Sub-kind: app-builder
- Target buyer: developer
- Interface: web
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: free during preview
- Entry price: Not published
- Deployment: Not published
- Models: Gemini
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: preview
- Last verified: 2026-10-21

Relations:

- Ships inside Google (`google-co`): https://firebase.studio https://firebase.studio
- Built on Google (Gemini) (`google`): https://firebase.studio https://firebase.studio

Sources:

- summary: https://firebase.studio (tier A, read 2026-10-21)
- pricing_model: https://firebase.studio (tier A, read 2026-10-21)
- status: https://firebase.studio (tier A, read 2026-10-21)
- models: https://firebase.studio (tier A, read 2026-10-21)
- relations: https://firebase.studio (tier A, read 2026-10-21)

## Gemini CLI

- id: `gemini-cli`
- Company: Google
- Website: https://github.com/google-gemini/gemini-cli
- Page: https://aisdlclandscape.org/tools/gemini-cli
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code
- Segment: point
- Claim (vendor's words): "Open-source AI agent that brings Gemini into the terminal; for unpaid and Google One users it was replaced by Antigravity CLI on 18 June 2026."
- Sub-kind: cli-agent
- Target buyer: developer
- Interface: cli
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: yes
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Built on Google (Gemini) (`google`)
- Ships inside Google (`google-co`)

Sources:

- summary: https://github.com/google-gemini/gemini-cli (tier A, read 2026-10-21)
- open_source: https://github.com/google-gemini/gemini-cli (tier A, read 2026-10-21)

## Gemini Code Assist

- id: `gemini-code-assist`
- Company: Google Cloud
- Website: https://codeassist.google
- Page: https://aisdlclandscape.org/tools/gemini-code-assist
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, review
- Segment: multi-phase
- Claim (vendor's words): "AI coding help for teams and businesses from Google, with VPC Service Controls and IAM for enterprise adoption."
- Sub-kind: ide-assistant
- Target buyer: eng leader
- Interface: ide
- Autonomy: Not published
- Customers: Renault, Quantiphi
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: $19/user/month (Standard, annual)
- Deployment: saas
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Built on Google (Gemini) (`google`)
- Ships inside Google (`google-co`)

Sources:

- summary: https://codeassist.google (tier A, read 2026-10-21)
- customers: https://codeassist.google (tier A, read 2026-10-21)
- pricing_model: https://codeassist.google (tier A, read 2026-10-21)
- entry_price: https://codeassist.google (tier A, read 2026-10-21)
- deployment: https://codeassist.google (tier A, read 2026-10-21)

## GitHub Copilot

- id: `github-copilot`
- Company: GitHub (Microsoft)
- Website: https://github.com/features/copilot
- Page: https://aisdlclandscape.org/tools/github-copilot
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, review, plan, test, security
- Segment: multi-phase
- Claim (vendor's words): "Your AI coding agent, every step of the way from an open issue to reviewing and merging a pull request, in the editor, terminal or github.com."
- Sub-kind: ide-assistant
- Target buyer: developer, eng leader
- Interface: ide, cli, web, pr-bot
- Autonomy: agent
- Customers: Grupo Boticário
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: Free; Pro $10/user/month
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Ships inside GitHub (`github`): https://github.com/features/copilot
- Ships inside Microsoft (`microsoft`): https://github.com/features/copilot
- Integrates with Visual Studio Code (`vs-code`): https://github.com/features/copilot
- Integrates with JetBrains IDEs (`jetbrains`): https://github.com/features/copilot
- Integrates with Claude Code (`claude-code`): https://github.com/features/copilot
- Integrates with Codex (`openai-codex`): https://github.com/features/copilot

Sources:

- summary: https://github.com/features/copilot (tier A, read 2026-10-21)
- customers: https://github.com/features/copilot (tier A, read 2026-10-21)
- pricing_model: https://github.com/features/copilot (tier A, read 2026-10-21)
- entry_price: https://github.com/features/copilot (tier A, read 2026-10-21)
- relations: https://github.com/features/copilot (tier A, read 2026-10-21)

## Google Antigravity

- id: `google-antigravity`
- Company: Google
- Website: https://antigravity.google
- Page: https://aisdlclandscape.org/tools/google-antigravity
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, test
- Segment: multi-phase
- Claim (vendor's words): "The next-generation agent platform: an agent-first IDE and CLI built on Gemini; replaced Gemini CLI for unpaid users on 18 June 2026."
- Sub-kind: ide-assistant
- Target buyer: developer
- Interface: ide, cli
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: free tier plus Google AI plans and Google Cloud consumption
- Entry price: $0/month individual
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Ships inside Google (`google-co`)
- Built on Google (Gemini) (`google`)

Sources:

- summary: https://antigravity.google/ (tier A, read 2026-10-21)
- summary: https://github.com/google-gemini/gemini-cli (tier C, read 2026-10-21)
- pricing_model: https://antigravity.google/docs/plans/ (tier A, read 2026-10-21)
- entry_price: https://antigravity.google/pricing/ (tier A, read 2026-10-21)

## goose

- id: `goose`
- Company: Agentic AI Foundation (Linux Foundation), from Block
- Website: https://goose-docs.ai
- Page: https://aisdlclandscape.org/tools/goose
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code
- Segment: point
- Claim (vendor's words): "Open-source, extensible AI agent with a desktop app, CLI and API; part of the Agentic AI Foundation at the Linux Foundation."
- Sub-kind: cli-agent
- Target buyer: developer
- Interface: cli, desktop, api
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: free (open source)
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: yes
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Model Context Protocol (`mcp`): https://goose-docs.ai https://github.com/block/goose
- Integrates with Claude Code (`claude-code`): https://goose-docs.ai https://github.com/block/goose
- Integrates with Codex (`openai-codex`): https://goose-docs.ai https://github.com/block/goose

Sources:

- summary: https://goose-docs.ai (tier A, read 2026-10-21)
- summary: https://github.com/block/goose (tier C, read 2026-10-21)
- open_source: https://github.com/block/goose (tier C, read 2026-10-21)
- pricing_model: https://goose-docs.ai (tier A, read 2026-10-21)
- relations: https://goose-docs.ai (tier A, read 2026-10-21)
- relations: https://github.com/block/goose (tier C, read 2026-10-21)

## JetBrains Air

- id: `jetbrains-ai`
- Company: JetBrains
- Website: https://www.jetbrains.com/ai
- Page: https://aisdlclandscape.org/tools/jetbrains-ai
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code
- Segment: point
- Claim (vendor's words): "One system for building software with agents; works with the agents you already use and any ACP-compatible agent."
- Sub-kind: ide-assistant
- Target buyer: developer, eng leader
- Interface: ide
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Amazon Bedrock, OpenAI, Anthropic, any provider (BYOK)
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Ships inside JetBrains IDEs (`jetbrains`): https://www.jetbrains.com/ai

Sources:

- summary: https://www.jetbrains.com/ai (tier A, read 2026-10-21)
- models: https://www.jetbrains.com/ai (tier A, read 2026-10-21)

## Jules

- id: `jules`
- Company: Google
- Website: https://jules.google
- Page: https://aisdlclandscape.org/tools/jules
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code
- Segment: point
- Claim (vendor's words): "An autonomous coding agent that clones your repository to a cloud VM, plans with Gemini and does the tasks you would rather not."
- Sub-kind: autonomous-agent
- Target buyer: developer
- Interface: web
- Autonomy: autonomous
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Built on Google (Gemini) (`google`): https://jules.google
- Ships inside Google (`google-co`): https://jules.google
- Integrates with GitHub (`github`): https://jules.google

Sources:

- summary: https://jules.google (tier A, read 2026-10-21)
- relations: https://jules.google (tier A, read 2026-10-21)

## Junie

- id: `jetbrains-junie`
- Company: JetBrains
- Website: https://www.jetbrains.com/junie
- Page: https://aisdlclandscape.org/tools/jetbrains-junie
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, test
- Segment: multi-phase
- Claim (vendor's words): "JetBrains' AI coding agent, run from the IDE or the terminal with any model you choose."
- Sub-kind: cli-agent
- Target buyer: developer
- Interface: ide, cli
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: bring your own key
- Open source: Not published
- Compliance: SOC 2
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Ships inside JetBrains IDEs (`jetbrains`): https://www.jetbrains.com/junie

Sources:

- summary: https://www.jetbrains.com/junie (tier A, read 2026-10-21)
- compliance: https://www.jetbrains.com/junie (tier A, read 2026-10-21)
- models: https://www.jetbrains.com/junie (tier A, read 2026-10-21)

## Kilo Code

- id: `kilo-code`
- Company: Kilo
- Website: https://kilo.ai
- Page: https://aisdlclandscape.org/tools/kilo-code
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code
- Segment: point
- Claim (vendor's words): "Open-source AI coding agent for VS Code, JetBrains, CLI and cloud, with 500+ models at zero markup, your own keys or local models."
- Sub-kind: ide-assistant
- Target buyer: developer
- Interface: ide, cli, web
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: usage (zero-markup credits)
- Entry price: Not published
- Deployment: Not published
- Models: 500+ models incl. Claude, GPT, open-source
- Open source: yes
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $8M seed, led by Cota Capital (2025)
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Visual Studio Code (`vs-code`): https://kilo.ai/pricing https://kilo.ai
- Integrates with JetBrains IDEs (`jetbrains`): https://kilo.ai/pricing https://kilo.ai

Sources:

- summary: https://kilo.ai (tier A, read 2026-10-21)
- open_source: https://kilo.ai (tier A, read 2026-10-21)
- pricing_model: https://kilo.ai (tier A, read 2026-10-21)
- models: https://kilo.ai/pricing (tier A, read 2026-10-21)
- relations: https://kilo.ai (tier A, read 2026-10-21)
- last_round: https://blog.kilo.ai/p/kilo-raised-8-million-seed-round (tier A, read 2026-10-21)
- last_round: https://www.cnbc.com/2025/12/10/former-gitlab-ceo-raises-8-million-for-kilo-to-compete-in-vibe-coding.html (tier B, read 2026-10-21)

## Lovable

- id: `lovable`
- Company: Lovable
- Website: https://lovable.dev
- Page: https://aisdlclandscape.org/tools/lovable
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, deploy
- Segment: multi-phase
- Claim (vendor's words): "Build apps and websites by chatting with AI; plans run on build credits plus Cloud credits for the app's backend."
- Sub-kind: app-builder
- Target buyer: non-developer, product team
- Interface: web
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Lovable Partner program for agencies
- Pricing model: subscription plus usage (credits)
- Entry price: Free
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: 2023
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $400M Series C at a $13.3B valuation, led by Menlo Ventures
- Status: Not published
- Last verified: 2026-10-21

Sources:

- gtm_partners: https://lovable.dev/partners (tier A, read 2026-10-21)
- summary: https://lovable.dev/pricing (tier A, read 2026-10-21)
- pricing_model: https://lovable.dev/pricing (tier A, read 2026-10-21)
- entry_price: https://lovable.dev/pricing (tier A, read 2026-10-21)
- founded: https://www.vestbee.com/insights/articles/lovable-secures-400-m (tier C, read 2026-10-21)
- last_round: https://lovable.dev/blog/series-c (tier A, read 2026-10-21)
- last_round: https://www.vestbee.com/insights/articles/lovable-secures-400-m (tier C, read 2026-10-21)

## Mistral Vibe

- id: `mistral-code`
- Company: Mistral AI
- Website: https://mistral.ai/products/mistral-code
- Page: https://aisdlclandscape.org/tools/mistral-code
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, test, maintain
- Segment: multi-phase
- Claim (vendor's words): "Agentic coding that understands your entire codebase: build, test and modernize autonomously from terminal or IDE."
- Sub-kind: cli-agent
- Target buyer: eng leader
- Interface: cli, ide
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: saas, self-hosted, cloud providers
- Models: Devstral 2, Codestral, Mistral Medium 3
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Built on Mistral AI (`mistral`): https://mistral.ai/products/mistral-code https://mistral.ai/products/mistral-code
- Ships inside Mistral AI (`mistral`): https://mistral.ai/products/mistral-code https://mistral.ai/products/mistral-code
- Integrates with GitHub (`github`): https://mistral.ai/products/mistral-code https://mistral.ai/products/mistral-code
- Integrates with GitLab (`gitlab`): https://mistral.ai/products/mistral-code https://mistral.ai/products/mistral-code
- Integrates with Jira (`jira`): https://mistral.ai/products/mistral-code https://mistral.ai/products/mistral-code

Sources:

- summary: https://mistral.ai/products/mistral-code (tier A, read 2026-10-21)
- deployment: https://mistral.ai/products/mistral-code (tier A, read 2026-10-21)
- models: https://mistral.ai/products/mistral-code (tier A, read 2026-10-21)
- relations: https://mistral.ai/products/mistral-code (tier A, read 2026-10-21)

## Ona (formerly Gitpod)

- id: `ona`
- Company: Ona
- Website: https://ona.com
- Page: https://aisdlclandscape.org/tools/ona
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, maintain
- Segment: multi-phase
- Claim (vendor's words): "Run a team of AI software engineers in the cloud, orchestrated, governed and secured at the kernel, inside your VPC."
- Sub-kind: autonomous-agent
- Target buyer: eng leader, platform team
- Interface: web, ide, cli
- Autonomy: autonomous
- Customers: BNY, GSR, Vanta, Pearson, EquipmentShare, Hargreaves Lansdown
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: saas, vpc
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with Devin (`cognition-devin`): https://ona.com/compare/devin https://ona.com/compare/claude-code
- Competes with Claude Code (`claude-code`): https://ona.com/compare/devin https://ona.com/compare/claude-code
- Competes with Factory (Droids) (`factory`): https://ona.com/compare/devin https://ona.com/compare/claude-code
- Competes with Codex (`openai-codex`): https://ona.com/compare/devin https://ona.com/compare/claude-code
- Competes with GitHub Copilot (`github-copilot`): https://ona.com/compare/devin https://ona.com/compare/claude-code
- Competes with Cursor (`cursor`): https://ona.com/compare/devin https://ona.com/compare/claude-code

Sources:

- summary: https://ona.com/ (tier A, read 2026-10-21)
- customers: https://ona.com/ (tier A, read 2026-10-21)
- compliance: https://ona.com/ (tier A, read 2026-10-21)
- deployment: https://ona.com/ (tier A, read 2026-10-21)
- deployment: https://ona.com/compare/devin (tier A, read 2026-10-21)
- relations: https://ona.com/compare/devin (tier A, read 2026-10-21)
- relations: https://ona.com/compare/claude-code (tier A, read 2026-10-21)
- relations: https://ona.com/compare/factory (tier A, read 2026-10-21)
- relations: https://ona.com/compare/codex (tier A, read 2026-10-21)
- relations: https://ona.com/compare/github-copilot (tier A, read 2026-10-21)
- relations: https://ona.com/compare/cursor (tier A, read 2026-10-21)

## OpenCode

- id: `opencode`
- Company: Anomaly (SST)
- Website: https://opencode.ai
- Page: https://aisdlclandscape.org/tools/opencode
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code
- Segment: point
- Claim (vendor's words): "The open-source AI coding agent, free to use with any provider: OpenAI, Anthropic, xAI or local models."
- Sub-kind: cli-agent
- Target buyer: developer
- Interface: cli, ide, desktop
- Autonomy: Not published
- Customers: Not published
- Traction: 215K GitHub stars; over 16M developers a month (company claim)
- Go-to-market partners: Not published
- Pricing model: free (open source), optional Zen model gateway
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: yes
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://opencode.ai/ (tier A, read 2026-10-21)
- summary: https://opencode.ai/docs/ecosystem/ (tier A, read 2026-10-21)
- traction: https://opencode.ai/ (tier A, read 2026-10-21)
- open_source: https://opencode.ai/ (tier A, read 2026-10-21)
- pricing_model: https://opencode.ai/ (tier A, read 2026-10-21)
- pricing_model: https://opencode.ai/docs/ecosystem/ (tier A, read 2026-10-21)

## OpenHands

- id: `openhands`
- Company: All Hands AI
- Website: https://www.all-hands.dev
- Page: https://aisdlclandscape.org/tools/openhands
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, maintain
- Segment: multi-phase
- Claim (vendor's words): "Open-source AI coding agent platform: start locally, automate engineering workflows, use any model and scale in the cloud or your VPC."
- Sub-kind: autonomous-agent
- Target buyer: platform team
- Interface: web, cli
- Autonomy: autonomous
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: local, saas, vpc
- Models: closed models, Kimi, DeepSeek, Qwen
- Open source: yes
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $18.8M
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Claude Code (`claude-code`): https://www.all-hands.dev https://www.all-hands.dev
- Integrates with Codex (`openai-codex`): https://www.all-hands.dev https://www.all-hands.dev
- Integrates with Gemini CLI (`gemini-cli`): https://www.all-hands.dev https://www.all-hands.dev

Sources:

- summary: https://www.all-hands.dev (tier A, read 2026-10-21)
- open_source: https://www.all-hands.dev (tier A, read 2026-10-21)
- models: https://www.all-hands.dev (tier A, read 2026-10-21)
- deployment: https://www.all-hands.dev (tier A, read 2026-10-21)
- relations: https://www.all-hands.dev (tier A, read 2026-10-21)
- last_round: https://www.all-hands.dev (tier A, read 2026-10-21)

## Refact.ai

- id: `refact`
- Company: Refact.ai
- Website: https://refact.ai
- Page: https://aisdlclandscape.org/tools/refact
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, test
- Segment: multi-phase
- Claim (vendor's words): "AI agent for coding that automates coding, debugging and testing with full context; open source and self-hostable."
- Sub-kind: ide-assistant
- Target buyer: developer, eng leader
- Interface: ide
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: saas, on-prem
- Models: Qwen2.5-Coder (completion), choice of LLMs
- Open source: yes
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $2M (2024)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://refact.ai (tier A, read 2026-10-21)
- open_source: https://refact.ai (tier A, read 2026-10-21)
- deployment: https://refact.ai (tier A, read 2026-10-21)
- models: https://refact.ai (tier A, read 2026-10-21)
- last_round: https://techcrunch.com/2024/01/29/refact-launches-to-make-code-generating-ai-more-appealing-to-enterprises/ (tier B, read 2026-10-21)

## Replit Agent

- id: `replit`
- Company: Replit
- Website: https://replit.com
- Page: https://aisdlclandscape.org/tools/replit
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, deploy
- Segment: multi-phase
- Claim (vendor's words): "AI app and website builder: describe what you want and Replit builds it, a working app or website in minutes, no coding required."
- Sub-kind: app-builder
- Target buyer: non-developer, product team
- Interface: web
- Autonomy: autonomous
- Customers: Zillow, SMFL Digital Lab
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: subscription plus usage
- Entry price: Free; Core $20/month ($18 annual)
- Deployment: saas, single-tenant
- Models: Not published
- Open source: Not published
- Compliance: SOC 2
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $400M Series D at a $9B valuation (Mar 2026)
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Databricks (`databricks`): https://replit.com/
- Integrates with Stripe (`stripe`): https://replit.com/

Sources:

- summary: https://replit.com/ (tier A, read 2026-10-21)
- customers: https://replit.com/ (tier A, read 2026-10-21)
- pricing_model: https://replit.com/pricing (tier A, read 2026-10-21)
- entry_price: https://replit.com/pricing (tier A, read 2026-10-21)
- compliance: https://replit.com/ (tier A, read 2026-10-21)
- deployment: https://replit.com/pricing (tier A, read 2026-10-21)
- relations: https://replit.com/ (tier A, read 2026-10-21)
- last_round: https://replit.com/blog/replit-raises-400-million-dollars (tier A, read 2026-10-21)

## Roomote (formerly Roo Code)

- id: `roo-code`
- Company: Roo Code
- Website: https://roocode.com
- Page: https://aisdlclandscape.org/tools/roo-code
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, review
- Segment: multi-phase
- Claim (vendor's words): "Roomote, a cloud coding agent that ships reviewable PRs, hosted or self-hosted; the Roo Code VS Code extension shut down on 15 May 2026."
- Sub-kind: autonomous-agent
- Target buyer: eng leader
- Interface: web, pr-bot
- Autonomy: autonomous
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: subscription
- Entry price: $49/month
- Deployment: saas, self-hosted, single-tenant
- Models: model-agnostic, BYOK
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: shut down (extension, 15 May 2026)
- Last verified: 2026-10-21

Relations:

- Integrates with GitHub (`github`): https://roocode.com https://roocode.com
- Integrates with GitLab (`gitlab`): https://roocode.com https://roocode.com
- Integrates with Azure DevOps (`azure-devops`): https://roocode.com https://roocode.com
- Integrates with Bitbucket (`bitbucket`): https://roocode.com https://roocode.com

Sources:

- summary: https://roocode.com (tier A, read 2026-10-21)
- summary: https://www.bodegaone.ai/blog/roo-code-shutdown-alternatives (tier C, read 2026-10-21)
- pricing_model: https://roocode.com/pricing (tier A, read 2026-10-21)
- entry_price: https://roocode.com/pricing (tier A, read 2026-10-21)
- models: https://roocode.com (tier A, read 2026-10-21)
- deployment: https://roocode.com (tier A, read 2026-10-21)
- relations: https://roocode.com (tier A, read 2026-10-21)
- status: https://www.bodegaone.ai/blog/roo-code-shutdown-alternatives (tier C, read 2026-10-21)
- status: https://wetheflywheel.com/en/comparisons/opencode-vs-roo-code-vs-cline/ (tier C, read 2026-10-21)

## Rovo Dev

- id: `atlassian-rovo-dev`
- Company: Atlassian
- Website: https://www.atlassian.com/software/rovo-dev
- Page: https://aisdlclandscape.org/tools/atlassian-rovo-dev
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: plan, code, review, cicd
- Segment: multi-phase
- Claim (vendor's words): "Atlassian's AI coding agent for software teams: plan, generate and review code from Jira, the CLI and Bitbucket; folding into Jira subscriptions."
- Sub-kind: cli-agent
- Target buyer: eng leader
- Interface: cli, ide, pr-bot, web
- Autonomy: Not published
- Customers: Not published
- Traction: One customer quote: 'cut PR cycle times by 45%' (company claim)
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: standalone product reaching end of life; capabilities moving into Jira
- Last verified: 2026-10-21

Relations:

- Ships inside Atlassian (`atlassian`): https://www.atlassian.com/licensing/rovo-dev https://www.atlassian.com/software/rovo-dev
- Integrates with Jira (`jira`): https://www.atlassian.com/licensing/rovo-dev https://www.atlassian.com/software/rovo-dev
- Integrates with Bitbucket (`bitbucket`): https://www.atlassian.com/licensing/rovo-dev https://www.atlassian.com/software/rovo-dev

Sources:

- summary: https://www.atlassian.com/software/rovo-dev (tier A, read 2026-10-21)
- traction: https://www.atlassian.com/software/rovo-dev (tier A, read 2026-10-21)
- status: https://www.atlassian.com/licensing/rovo-dev (tier A, read 2026-10-21)
- status: https://www.atlassian.com/software/rovo-dev (tier A, read 2026-10-21)
- relations: https://www.atlassian.com/software/rovo-dev (tier A, read 2026-10-21)

## Tabby

- id: `tabby`
- Company: TabbyML
- Website: https://www.tabbyml.com
- Page: https://aisdlclandscape.org/tools/tabby
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code
- Segment: point
- Claim (vendor's words): "Open-source, self-hosted AI coding assistant, including air-gapped deployment."
- Sub-kind: ide-assistant
- Target buyer: eng leader, platform team
- Interface: ide, cli
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: self-hosted, air-gapped
- Models: Not published
- Open source: yes
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.tabbyml.com (tier A, read 2026-10-21)
- open_source: https://www.tabbyml.com (tier A, read 2026-10-21)
- deployment: https://www.tabbyml.com (tier A, read 2026-10-21)
- deployment: https://www.tabbyml.com/blog/deploy-tabby-in-air-gapped-environment-with-docker (tier A, read 2026-10-21)

## Tabnine

- id: `tabnine`
- Company: Tricentis
- Website: https://www.tabnine.com
- Page: https://aisdlclandscape.org/tools/tabnine
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, test
- Segment: multi-phase
- Claim (vendor's words): "One of the earliest AI coding assistants, now part of Tricentis's Agentic Quality Engineering Platform."
- Sub-kind: ide-assistant
- Target buyer: Not published
- Interface: Not published
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: 2013
- Headquarters: Not published
- Headcount: Not published
- Funding total: $55M before acquisition
- Last round: Not published
- Status: acquired
- Last verified: 2026-10-21

Relations:

- Acquired by Tricentis (Tosca, Testim, agents) (`tricentis`): https://www.tricentis.com https://www.calcalistech.com/ctechnews/article/1o1nf7vd3

Sources:

- summary: https://www.tabnine.com (tier A, read 2026-10-21)
- summary: https://www.calcalistech.com/ctechnews/article/1o1nf7vd3 (tier B, read 2026-10-21)
- status: https://www.tricentis.com (tier C, read 2026-10-21)
- status: https://www.calcalistech.com/ctechnews/article/1o1nf7vd3 (tier B, read 2026-10-21)
- relations: https://www.tricentis.com (tier C, read 2026-10-21)
- relations: https://www.calcalistech.com/ctechnews/article/1o1nf7vd3 (tier B, read 2026-10-21)
- founded: https://www.calcalistech.com/ctechnews/article/1o1nf7vd3 (tier B, read 2026-10-21)
- funding_total: https://www.calcalistech.com/ctechnews/article/1o1nf7vd3 (tier B, read 2026-10-21)

## Tembo

- id: `tembo`
- Company: Tembo
- Website: https://www.tembo.io
- Page: https://aisdlclandscape.org/tools/tembo
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, maintain, measure
- Segment: multi-phase
- Claim (vendor's words): "Run any coding agent in the cloud: give every change its own computer, follow agent work, review results and see what merges."
- Sub-kind: autonomous-agent
- Target buyer: eng leader
- Interface: web, slack
- Autonomy: autonomous
- Customers: Tilt, Integral
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: subscription plus usage
- Entry price: Not published
- Deployment: saas, self-hosted (VPC)
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Jira (`jira`): https://www.tembo.io/integrations https://www.tembo.io/pricing
- Integrates with Linear (`linear`): https://www.tembo.io/integrations https://www.tembo.io/pricing
- Integrates with GitHub (`github`): https://www.tembo.io/integrations https://www.tembo.io/pricing
- Integrates with Slack (`slack`): https://www.tembo.io/integrations https://www.tembo.io/pricing

Sources:

- summary: https://www.tembo.io (tier A, read 2026-10-21)
- customers: https://www.tembo.io/customers/tilt (tier A, read 2026-10-21)
- customers: https://www.tembo.io/customers/integral (tier A, read 2026-10-21)
- pricing_model: https://www.tembo.io/pricing (tier A, read 2026-10-21)
- deployment: https://www.tembo.io/pricing (tier A, read 2026-10-21)
- relations: https://www.tembo.io/integrations (tier A, read 2026-10-21)
- relations: https://www.tembo.io/pricing (tier A, read 2026-10-21)

## TRAE

- id: `trae`
- Company: TRAE
- Website: https://trae.ai
- Page: https://aisdlclandscape.org/tools/trae
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code
- Segment: point
- Claim (vendor's words): "TraeCode, 'your 10x AI coding engineer', integrates into your workflow and collaborates to raise performance."
- Sub-kind: ide-assistant
- Target buyer: developer
- Interface: ide
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: subscription
- Entry price: Free
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://trae.ai/ (tier A, read 2026-10-21)
- pricing_model: https://trae.ai/pricing (tier A, read 2026-10-21)
- entry_price: https://trae.ai/pricing (tier A, read 2026-10-21)

## v0

- id: `v0`
- Company: Vercel
- Website: https://v0.app
- Page: https://aisdlclandscape.org/tools/v0
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: design, code, deploy
- Segment: multi-phase
- Claim (vendor's words): "Collaborative AI assistant to design, iterate and scale full-stack web applications, deployed to Vercel in one click."
- Sub-kind: app-builder
- Target buyer: developer, product team
- Interface: web, api
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: subscription plus usage (tokens)
- Entry price: Free ($0/month)
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Ships inside Vercel (`vercel`): https://v0.app

Sources:

- summary: https://v0.app (tier A, read 2026-10-21)
- pricing_model: https://v0.app/pricing (tier A, read 2026-10-21)
- pricing_model: https://v0.app/docs/pricing (tier A, read 2026-10-21)
- entry_price: https://v0.app/pricing (tier A, read 2026-10-21)
- relations: https://v0.app (tier A, read 2026-10-21)

## Warp

- id: `warp`
- Company: Warp
- Website: https://www.warp.dev
- Page: https://aisdlclandscape.org/tools/warp
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code, cicd, platform
- Segment: multi-phase
- Claim (vendor's words): "Open infrastructure for cloud software factories: factories as code, any model or agent harness, with evals and benchmarks built in."
- Sub-kind: autonomous-agent
- Target buyer: platform team, developer
- Interface: cli, web
- Autonomy: autonomous
- Customers: Not published
- Traction: Over 800,000 developers (company claim)
- Go-to-market partners: Not published
- Pricing model: subscription
- Entry price: Free; paid from $20/month
- Deployment: saas, self-hosted (VPC)
- Models: Not published
- Open source: Not published
- Compliance: SOC 2
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Claude Code (`claude-code`): https://www.warp.dev
- Integrates with Codex (`openai-codex`): https://www.warp.dev

Sources:

- summary: https://www.warp.dev (tier A, read 2026-10-21)
- traction: https://www.warp.dev/pricing (tier A, read 2026-10-21)
- pricing_model: https://www.warp.dev/pricing (tier A, read 2026-10-21)
- entry_price: https://www.warp.dev/pricing (tier A, read 2026-10-21)
- compliance: https://www.warp.dev (tier A, read 2026-10-21)
- deployment: https://www.warp.dev (tier A, read 2026-10-21)
- deployment: https://www.warp.dev/pricing (tier A, read 2026-10-21)
- relations: https://www.warp.dev (tier A, read 2026-10-21)

## Windsurf

- id: `windsurf`
- Company: Cognition
- Website: https://windsurf.com
- Page: https://aisdlclandscape.org/tools/windsurf
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code
- Segment: point
- Claim (vendor's words): "The first AI-native IDE that keeps developers in flow; now the base of Cognition's Devin Desktop."
- Sub-kind: ide-assistant
- Target buyer: developer, eng leader
- Interface: ide
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: acquired
- Last verified: 2026-10-21

Relations:

- Acquired by Devin (`cognition-devin`): https://www.cnbc.com/2025/11/13/cursor-ai-startup-funding-round-valuation.html https://www.cnbc.com/2025/11/13/cursor-ai-startup-funding-round-valuation.html
- Ships inside Devin (`cognition-devin`): https://www.cnbc.com/2025/11/13/cursor-ai-startup-funding-round-valuation.html https://www.cnbc.com/2025/11/13/cursor-ai-startup-funding-round-valuation.html

Sources:

- summary: https://windsurf.com/pricing/(organization-plan-setup)/teams (tier A, read 2026-10-21)
- summary: https://cognition.ai/blog (tier C, read 2026-10-21)
- status: https://www.cnbc.com/2025/11/13/cursor-ai-startup-funding-round-valuation.html (tier B, read 2026-10-21)
- relations: https://www.cnbc.com/2025/11/13/cursor-ai-startup-funding-round-valuation.html (tier B, read 2026-10-21)
- relations: https://cognition.ai/blog (tier C, read 2026-10-21)

## Zed

- id: `zed`
- Company: Zed Industries
- Website: https://zed.dev
- Page: https://aisdlclandscape.org/tools/zed
- Kind: tool
- Layer: Not published
- Primary phase: code
- Phases: code
- Segment: point
- Claim (vendor's words): "A high-performance, multiplayer code editor from the creators of Atom and Tree-sitter, with hosted AI and external agents."
- Sub-kind: ide-assistant
- Target buyer: developer
- Interface: ide
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: subscription plus usage
- Entry price: Free; Pro $10/month
- Deployment: Not published
- Models: Not published
- Open source: yes
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $32M Series B, led by Sequoia
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Claude Code (`claude-code`): https://zed.dev/pricing
- Integrates with Codex (`openai-codex`): https://zed.dev/pricing

Sources:

- summary: https://zed.dev (tier A, read 2026-10-21)
- open_source: https://zed.dev/pricing (tier A, read 2026-10-21)
- pricing_model: https://zed.dev/pricing (tier A, read 2026-10-21)
- entry_price: https://zed.dev/blog/pricing-change-llm-usage-is-now-token-based (tier A, read 2026-10-21)
- relations: https://zed.dev/pricing (tier A, read 2026-10-21)
- last_round: https://via.tt.se/pressmeddelande/4014269/zed-raises-dollar32m-series-b-led-by-sequoia-to-scale-collaborative-ai-coding-vision?publisherId=259167&lang=en (tier C, read 2026-10-21)

## Baz

- id: `baz`
- Company: Baz
- Website: https://baz.co
- Page: https://aisdlclandscape.org/tools/baz
- Kind: tool
- Layer: Not published
- Primary phase: review
- Phases: review
- Segment: point
- Claim (vendor's words): "AI code review platform that helps engineering teams ship better code faster."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: pr-bot
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $9M extended seed (June 2026)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://baz.co (tier A, read 2026-10-21)
- last_round: https://www.finsmes.com/2026/06/baz-technologies-raises-9m-in-extended-seed-funding.html (tier B, read 2026-10-21)
- last_round: https://www.calcalistech.com/ctechnews/article/cl8og4qtn (tier B, read 2026-10-21)

## Bito

- id: `bito`
- Company: Bito
- Website: https://bito.ai
- Page: https://aisdlclandscape.org/tools/bito
- Kind: tool
- Layer: Not published
- Primary phase: review
- Phases: review, understand, platform
- Segment: multi-phase
- Claim (vendor's words): "AI model router for Claude Code, Cursor and Codex: Governor grounds each request in your code and routes it to the best model, cutting agent cost; also AI code review."
- Sub-kind: Not published
- Target buyer: eng leader, platform team
- Interface: pr-bot, mcp, ide
- Autonomy: Not published
- Customers: Not published
- Traction: Agent bill down about 48% at held quality (customer quote, company claim)
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: saas, on-prem, self-hosted
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Claude Code (`claude-code`): https://bito.ai/ https://bito.ai/compare/bito-vs-kiro/
- Integrates with Cursor (`cursor`): https://bito.ai/ https://bito.ai/compare/bito-vs-kiro/
- Integrates with Codex (`openai-codex`): https://bito.ai/ https://bito.ai/compare/bito-vs-kiro/
- Integrates with GitHub Copilot (`github-copilot`): https://bito.ai/ https://bito.ai/compare/bito-vs-kiro/
- Integrates with GitHub (`github`): https://bito.ai/ https://bito.ai/compare/bito-vs-kiro/
- Integrates with GitLab (`gitlab`): https://bito.ai/ https://bito.ai/compare/bito-vs-kiro/
- Integrates with Bitbucket (`bitbucket`): https://bito.ai/ https://bito.ai/compare/bito-vs-kiro/

Sources:

- summary: https://bito.ai/ (tier A, read 2026-10-21)
- traction: https://bito.ai/ (tier A, read 2026-10-21)
- compliance: https://bito.ai/ (tier A, read 2026-10-21)
- deployment: https://bito.ai/ (tier A, read 2026-10-21)
- deployment: https://bito.ai/pricing/ (tier A, read 2026-10-21)
- relations: https://bito.ai/ (tier A, read 2026-10-21)
- relations: https://bito.ai/compare/bito-vs-kiro/ (tier A, read 2026-10-21)

## Bugbot

- id: `cursor-bugbot`
- Company: Cursor
- Website: https://cursor.com/bugbot
- Page: https://aisdlclandscape.org/tools/cursor-bugbot
- Kind: tool
- Layer: Not published
- Primary phase: review
- Phases: review
- Segment: point
- Claim (vendor's words): "AI code review built for production: detects the hardest logic bugs with a low false-positive rate."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: pr-bot
- Autonomy: Not published
- Customers: Not published
- Traction: 70%+ of flags resolved before merge (company claim)
- Go-to-market partners: Not published
- Pricing model: usage
- Entry price: Average review $1.00-$1.50 on Teams plans
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Ships inside Cursor (`cursor`): https://cursor.com/bugbot
- Integrates with GitHub (`github`): https://cursor.com/bugbot

Sources:

- summary: https://cursor.com/bugbot (tier A, read 2026-10-21)
- traction: https://cursor.com/bugbot (tier A, read 2026-10-21)
- pricing_model: https://cursor.com/bugbot (tier A, read 2026-10-21)
- entry_price: https://cursor.com/bugbot (tier A, read 2026-10-21)
- relations: https://cursor.com/bugbot (tier A, read 2026-10-21)

## CodeRabbit

- id: `coderabbit`
- Company: CodeRabbit
- Website: https://www.coderabbit.ai
- Page: https://aisdlclandscape.org/tools/coderabbit
- Kind: tool
- Layer: Not published
- Primary phase: review
- Phases: review, security, understand
- Segment: multi-phase
- Claim (vendor's words): "Governance and control for agentic development: independent AI code review, PR triage, change explanations and continuous checks."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: pr-bot, ide, cli
- Autonomy: agent
- Customers: Adyen, Indeed, NVIDIA, BMW, Life360, Trivago, Swiggy, Gilead, Dialpad, JFrog, Zocdoc
- Traction: 17K customers, 6M repositories (company claim)
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: $24/developer/month annual ($30 monthly)
- Deployment: saas, self-hosted (enterprise)
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: 2023
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $60M Series B at a $550M valuation, led by Scale Venture Partners (Sept 2025)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.coderabbit.ai/ (tier A, read 2026-10-21)
- customers: https://www.coderabbit.ai/customers (tier A, read 2026-10-21)
- traction: https://www.coderabbit.ai/ (tier A, read 2026-10-21)
- pricing_model: https://www.coderabbit.ai/pricing (tier A, read 2026-10-21)
- entry_price: https://www.coderabbit.ai/pricing (tier A, read 2026-10-21)
- deployment: https://www.coderabbit.ai/pricing (tier A, read 2026-10-21)
- founded: https://sacra.com/c/coderabbit/ (tier C, read 2026-10-21)
- last_round: https://techcrunch.com/2025/09/16/coderabbit-raises-60m-valuing-the-2-year-old-ai-code-review-startup-at-550m/ (tier B, read 2026-10-21)

## cubic

- id: `cubic`
- Company: cubic
- Website: https://www.cubic.dev
- Page: https://aisdlclandscape.org/tools/cubic
- Kind: tool
- Layer: Not published
- Primary phase: review
- Phases: review, understand
- Segment: multi-phase
- Claim (vendor's words): "AI code review designed to catch bugs in the most complex codebases; publishes Bug Bench comparisons of model bug rates."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: pr-bot
- Autonomy: Not published
- Customers: Daytona, Legora, Firecrawl, Tinfoil, n8n
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: Free; Team $30/dev/month
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Jira (`jira`): https://www.cubic.dev/pricing-plans
- Integrates with Linear (`linear`): https://www.cubic.dev/pricing-plans

Sources:

- summary: https://www.cubic.dev/ (tier A, read 2026-10-21)
- summary: https://www.cubic.dev/bugbench/compare (tier A, read 2026-10-21)
- customers: https://www.cubic.dev/customers (tier A, read 2026-10-21)
- customers: https://www.cubic.dev/ (tier A, read 2026-10-21)
- pricing_model: https://www.cubic.dev/pricing-plans (tier A, read 2026-10-21)
- entry_price: https://www.cubic.dev/pricing-plans (tier A, read 2026-10-21)
- compliance: https://www.cubic.dev/ (tier A, read 2026-10-21)
- relations: https://www.cubic.dev/pricing-plans (tier A, read 2026-10-21)

## DeepSource

- id: `deepsource`
- Company: DeepSource
- Website: https://deepsource.com
- Page: https://aisdlclandscape.org/tools/deepsource
- Kind: tool
- Layer: Not published
- Primary phase: review
- Phases: review, security
- Segment: multi-phase
- Claim (vendor's words): "The AI code review platform: automates code reviews, catching security issues and improving code health before production."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: pr-bot, web
- Autonomy: Not published
- Customers: Babbel, Dgraph, DVC, NASA (PO.DAAC open-source library)
- Traction: Not published
- Go-to-market partners: Google Cloud Marketplace
- Pricing model: seat plus AI credits
- Entry price: Team $24/user/month annual
- Deployment: saas, self-hosted
- Models: [object Object], OpenAI, Google
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- gtm_partners: https://deepsource.com/pricing (tier A, read 2026-10-21)
- summary: https://deepsource.com/ (tier A, read 2026-10-21)
- customers: https://deepsource.com/customers/babbel (tier A, read 2026-10-21)
- customers: https://deepsource.com/customers/dgraph (tier A, read 2026-10-21)
- customers: https://deepsource.com/customers/dvc (tier A, read 2026-10-21)
- customers: https://deepsource.com/customers/nasa (tier A, read 2026-10-21)
- pricing_model: https://deepsource.com/pricing (tier A, read 2026-10-21)
- entry_price: https://deepsource.com/pricing (tier A, read 2026-10-21)
- models: https://deepsource.com/pricing (tier A, read 2026-10-21)
- deployment: https://deepsource.com/pricing (tier A, read 2026-10-21)

## Graphite

- id: `graphite`
- Company: Cursor
- Website: https://graphite.dev
- Page: https://aisdlclandscape.org/tools/graphite
- Kind: tool
- Layer: Not published
- Primary phase: review
- Phases: review, cicd
- Segment: multi-phase
- Claim (vendor's words): "Code review for the age of AI: stacked PRs, a stack-aware merge queue and AI review with suggested fixes before merge."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: web, cli, ide, pr-bot
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: 2020
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $52M Series B, led by Accel, with Anthropic's Anthology Fund (Mar 2025)
- Status: acquired
- Last verified: 2026-10-21

Relations:

- Acquired by Cursor (`cursor`): https://techcrunch.com/2025/12/19/cursor-continues-acquisition-spree-with-graphite-deal https://techcrunch.com/2025/12/19/cursor-continues-acquisition-spree-with-graphite-deal
- Integrates with GitHub (`github`): https://techcrunch.com/2025/12/19/cursor-continues-acquisition-spree-with-graphite-deal https://techcrunch.com/2025/12/19/cursor-continues-acquisition-spree-with-graphite-deal
- Integrates with Visual Studio Code (`vs-code`): https://techcrunch.com/2025/12/19/cursor-continues-acquisition-spree-with-graphite-deal https://techcrunch.com/2025/12/19/cursor-continues-acquisition-spree-with-graphite-deal

Sources:

- summary: https://graphite.dev (tier A, read 2026-10-21)
- status: https://techcrunch.com/2025/12/19/cursor-continues-acquisition-spree-with-graphite-deal (tier B, read 2026-10-21)
- relations: https://techcrunch.com/2025/12/19/cursor-continues-acquisition-spree-with-graphite-deal (tier B, read 2026-10-21)
- relations: https://graphite.dev (tier A, read 2026-10-21)
- founded: https://techcrunch.com/2025/03/18/anthropic-backed-ai-powered-code-review-platform-graphite-raises-cash/ (tier B, read 2026-10-21)
- last_round: https://techcrunch.com/2025/03/18/anthropic-backed-ai-powered-code-review-platform-graphite-raises-cash/ (tier B, read 2026-10-21)
- last_round: https://graphite.com/blog/series-b-diamond-launch (tier C, read 2026-10-21)

## Greptile

- id: `greptile`
- Company: Greptile
- Website: https://www.greptile.com
- Page: https://aisdlclandscape.org/tools/greptile
- Kind: tool
- Layer: Not published
- Primary phase: review
- Phases: review, understand
- Segment: multi-phase
- Claim (vendor's words): "AI code reviews that understand your entire codebase: automate PR reviews and catch bugs faster."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: pr-bot, mcp
- Autonomy: agent
- Customers: Brex, Scale, WorkOS, Browserbase, Mintlify
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: seat plus credits
- Entry price: Free (1 developer); Pro $30/seat/month
- Deployment: saas, self-hosted, air-gapped
- Models: Not published
- Open source: Not published
- Compliance: SOC 2
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $25M Series A from Benchmark (2025)
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Claude Code (`claude-code`): https://www.greptile.com/
- Integrates with Cursor (`cursor`): https://www.greptile.com/
- Integrates with Codex (`openai-codex`): https://www.greptile.com/
- Integrates with Devin (`cognition-devin`): https://www.greptile.com/

Sources:

- summary: https://www.greptile.com/ (tier A, read 2026-10-21)
- customers: https://www.greptile.com/customers/brex (tier A, read 2026-10-21)
- customers: https://www.greptile.com/customers/scale (tier A, read 2026-10-21)
- customers: https://www.greptile.com/ (tier A, read 2026-10-21)
- pricing_model: https://www.greptile.com/pricing (tier A, read 2026-10-21)
- entry_price: https://www.greptile.com/pricing (tier A, read 2026-10-21)
- compliance: https://www.greptile.com/ (tier A, read 2026-10-21)
- deployment: https://www.greptile.com/ (tier A, read 2026-10-21)
- deployment: https://www.greptile.com/pricing (tier A, read 2026-10-21)
- relations: https://www.greptile.com/ (tier A, read 2026-10-21)
- last_round: https://www.gatech.edu/news/2026/01/05/y-combinator-backing-and-30m-investment-take-startup-greptile-next-level (tier C, read 2026-10-21)

## Korbit

- id: `korbit`
- Company: Boost Security
- Website: https://www.korbit.ai
- Page: https://aisdlclandscape.org/tools/korbit
- Kind: tool
- Layer: Not published
- Primary phase: review
- Phases: review, security
- Segment: multi-phase
- Claim (vendor's words): "AI code reviewer for GitHub and Bitbucket, enabling faster review cycles and fewer bugs in production."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: pr-bot
- Autonomy: Not published
- Customers: Not published
- Traction: 47% of suggestions get implemented (company claim)
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type 2
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: acquired
- Last verified: 2026-10-21

Relations:

- Acquired by Boost Security (`boost-security`): https://siliconangle.com/2026/05/06/boost-security-acquires-secureiqx-korbit-adds-4m-new-funding/ https://siliconangle.com/2026/05/06/boost-security-acquires-secureiqx-korbit-adds-4m-new-funding/
- Integrates with GitHub (`github`): https://siliconangle.com/2026/05/06/boost-security-acquires-secureiqx-korbit-adds-4m-new-funding/ https://siliconangle.com/2026/05/06/boost-security-acquires-secureiqx-korbit-adds-4m-new-funding/
- Integrates with Bitbucket (`bitbucket`): https://siliconangle.com/2026/05/06/boost-security-acquires-secureiqx-korbit-adds-4m-new-funding/ https://siliconangle.com/2026/05/06/boost-security-acquires-secureiqx-korbit-adds-4m-new-funding/

Sources:

- summary: https://www.korbit.ai (tier A, read 2026-10-21)
- traction: https://www.korbit.ai (tier A, read 2026-10-21)
- compliance: https://www.korbit.ai (tier A, read 2026-10-21)
- status: https://siliconangle.com/2026/05/06/boost-security-acquires-secureiqx-korbit-adds-4m-new-funding/ (tier B, read 2026-10-21)
- relations: https://siliconangle.com/2026/05/06/boost-security-acquires-secureiqx-korbit-adds-4m-new-funding/ (tier B, read 2026-10-21)
- relations: https://www.korbit.ai (tier A, read 2026-10-21)

## Macroscope

- id: `macroscope`
- Company: Macroscope
- Website: https://macroscope.com
- Page: https://aisdlclandscape.org/tools/macroscope
- Kind: tool
- Layer: Not published
- Primary phase: review
- Phases: review, measure, understand
- Segment: multi-phase
- Claim (vendor's words): "AI code review, automated PR descriptions and real-time status updates on what the codebase is doing."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: pr-bot, cli, slack
- Autonomy: Not published
- Customers: Not published
- Traction: 40% of PRs auto-approved across customers (company claim)
- Go-to-market partners: Not published
- Pricing model: usage (per review)
- Entry price: $100 usage credit to start
- Deployment: Not published
- Models: Claude Opus, Claude Sonnet (per check)
- Open source: Not published
- Compliance: SOC 2 Type II
- Founded: 2023
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $30M, with GV and Thrive Capital (Sept 2025)
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Claude Code (`claude-code`): https://macroscope.com/comparison/macroscope-vs-qodo https://macroscope.com/comparison/macroscope-vs-qodo
- Integrates with Codex (`openai-codex`): https://macroscope.com/comparison/macroscope-vs-qodo https://macroscope.com/comparison/macroscope-vs-qodo
- Integrates with Cursor (`cursor`): https://macroscope.com/comparison/macroscope-vs-qodo https://macroscope.com/comparison/macroscope-vs-qodo
- Integrates with OpenCode (`opencode`): https://macroscope.com/comparison/macroscope-vs-qodo https://macroscope.com/comparison/macroscope-vs-qodo
- Competes with Augment Code (Cosmos) (`augment-code`): https://macroscope.com/comparison/macroscope-vs-qodo https://macroscope.com/comparison/macroscope-vs-qodo
- Competes with Qodo (`qodo`): https://macroscope.com/comparison/macroscope-vs-qodo https://macroscope.com/comparison/macroscope-vs-qodo
- Competes with Greptile (`greptile`): https://macroscope.com/comparison/macroscope-vs-qodo https://macroscope.com/comparison/macroscope-vs-qodo
- Competes with CodeRabbit (`coderabbit`): https://macroscope.com/comparison/macroscope-vs-qodo https://macroscope.com/comparison/macroscope-vs-qodo

Sources:

- summary: https://macroscope.com (tier A, read 2026-10-21)
- traction: https://macroscope.com (tier A, read 2026-10-21)
- pricing_model: https://macroscope.com/comparison/macroscope-vs-augment (tier A, read 2026-10-21)
- entry_price: https://macroscope.com/comparison/macroscope-vs-augment (tier A, read 2026-10-21)
- compliance: https://macroscope.com/comparison/macroscope-vs-augment (tier A, read 2026-10-21)
- models: https://macroscope.com/comparison/macroscope-vs-qodo (tier A, read 2026-10-21)
- relations: https://macroscope.com/comparison/macroscope-vs-qodo (tier A, read 2026-10-21)
- relations: https://macroscope.com/comparison/macroscope-vs-augment (tier A, read 2026-10-21)
- relations: https://macroscope.com/pricing/macroscope-vs-greptile (tier A, read 2026-10-21)
- relations: https://macroscope.com/pricing/macroscope-vs-coderabbit (tier A, read 2026-10-21)
- founded: https://siliconangle.com/2025/09/17/macroscope-raises-30m-speed-software-projects-ai/ (tier B, read 2026-10-21)
- last_round: https://siliconangle.com/2025/09/17/macroscope-raises-30m-speed-software-projects-ai/ (tier B, read 2026-10-21)

## Qodo

- id: `qodo`
- Company: Qodo
- Website: https://www.qodo.ai
- Page: https://aisdlclandscape.org/tools/qodo
- Kind: tool
- Layer: Not published
- Primary phase: review
- Phases: review, test, understand
- Segment: multi-phase
- Claim (vendor's words): "AI code review with deep codebase context: high-precision review on every change and enforceable standards, with 15+ agentic workflows."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: pr-bot, ide, cli
- Autonomy: agent
- Customers: NVIDIA
- Traction: About 1 hour saved per PR; 90% of initial review handled before a human (company claim)
- Go-to-market partners: Not published
- Pricing model: seat plus credits
- Entry price: $30/user/month (no permanent free tier)
- Deployment: saas, single-tenant, on-prem
- Models: [object Object], Anthropic, Azure OpenAI, self-hosted
- Open source: Not published
- Compliance: SOC 2 Type II
- Founded: Not published
- Headquarters: New York
- Headcount: Not published
- Funding total: Not published
- Last round: $70M Series B, led by Qumra Capital (Mar 2026)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.qodo.ai/ (tier A, read 2026-10-21)
- customers: https://www.qodo.ai/ (tier A, read 2026-10-21)
- traction: https://www.qodo.ai/ (tier A, read 2026-10-21)
- pricing_model: https://www.qodo.ai/pricing/ (tier A, read 2026-10-21)
- entry_price: https://www.qodo.ai/pricing/ (tier A, read 2026-10-21)
- models: https://www.qodo.ai/ (tier A, read 2026-10-21)
- compliance: https://www.qodo.ai/ (tier A, read 2026-10-21)
- deployment: https://www.qodo.ai/ (tier A, read 2026-10-21)
- hq: https://techcrunch.com/2026/03/30/qodo-bets-on-code-verification-as-ai-coding-scales-raises-70m/ (tier B, read 2026-10-21)
- last_round: https://techcrunch.com/2026/03/30/qodo-bets-on-code-verification-as-ai-coding-scales-raises-70m/ (tier B, read 2026-10-21)
- last_round: https://www.calcalistech.com/ctechnews/article/r1qdnboswx (tier B, read 2026-10-21)

## SonarQube

- id: `sonar`
- Company: Sonar
- Website: https://www.sonarsource.com
- Page: https://aisdlclandscape.org/tools/sonar
- Kind: tool
- Layer: Not published
- Primary phase: review
- Phases: review, security, cicd
- Segment: multi-phase
- Claim (vendor's words): "AI code review and verification: consistent quality gates on every PR and pipeline, from IDE to CI/CD, for human and agent-written code."
- Sub-kind: Not published
- Target buyer: eng leader, ciso
- Interface: ide, pr-bot, cli, mcp
- Autonomy: Not published
- Customers: Not published
- Traction: Trusted by 7M+ developers (company claim)
- Go-to-market partners: cloud, technology and channel partners
- Pricing model: by lines of code
- Entry price: Free tier; from $34/month (up to 100k LOC)
- Deployment: saas, self-hosted (SonarQube Server)
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $412M at a $4.7B valuation, co-led by Advent International (2022)
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Claude Code (`claude-code`): https://www.sonarsource.com/partners/ https://www.sonarsource.com/plans-and-pricing/
- Integrates with Cursor (`cursor`): https://www.sonarsource.com/partners/ https://www.sonarsource.com/plans-and-pricing/
- Integrates with GitHub Copilot (`github-copilot`): https://www.sonarsource.com/partners/ https://www.sonarsource.com/plans-and-pricing/
- Integrates with Windsurf (`windsurf`): https://www.sonarsource.com/partners/ https://www.sonarsource.com/plans-and-pricing/
- Integrates with Gemini CLI (`gemini-cli`): https://www.sonarsource.com/partners/ https://www.sonarsource.com/plans-and-pricing/

Sources:

- gtm_partners: https://www.sonarsource.com/partners/ (tier A, read 2026-10-21)
- summary: https://www.sonarsource.com/ (tier A, read 2026-10-21)
- traction: https://www.sonarsource.com/ (tier A, read 2026-10-21)
- pricing_model: https://www.sonarsource.com/plans-and-pricing/ (tier A, read 2026-10-21)
- entry_price: https://www.sonarsource.com/plans-and-pricing/ (tier A, read 2026-10-21)
- deployment: https://www.sonarsource.com/plans-and-pricing/ (tier A, read 2026-10-21)
- relations: https://www.sonarsource.com/plans-and-pricing/ (tier A, read 2026-10-21)
- last_round: https://www.sonarsource.com/company/press-releases/sonar-raises-412-million/ (tier A, read 2026-10-21)
- last_round: https://techcrunch.com/2022/04/26/sonarsource-raises-412m-to-scan-codebases-for-bugs-and-vulnerabilities/ (tier B, read 2026-10-21)

## Sourcery

- id: `sourcery`
- Company: Sourcery
- Website: https://sourcery.ai
- Page: https://aisdlclandscape.org/tools/sourcery
- Kind: tool
- Layer: Not published
- Primary phase: review
- Phases: review
- Segment: point
- Claim (vendor's words): "Perfectionist AI code review that finds more issues than any other AI reviewer; demand perfection from your coding agents."
- Sub-kind: Not published
- Target buyer: developer, eng leader
- Interface: pr-bot, ide
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: Free for open source; Pro $12/seat/month annual
- Deployment: saas, self-hosted (enterprise)
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with GitHub (`github`): https://sourcery.ai/pricing
- Integrates with GitLab (`gitlab`): https://sourcery.ai/pricing

Sources:

- summary: https://sourcery.ai (tier A, read 2026-10-21)
- pricing_model: https://sourcery.ai/pricing (tier A, read 2026-10-21)
- entry_price: https://sourcery.ai/pricing (tier A, read 2026-10-21)
- compliance: https://sourcery.ai/pricing (tier A, read 2026-10-21)
- deployment: https://sourcery.ai/pricing (tier A, read 2026-10-21)
- relations: https://sourcery.ai/pricing (tier A, read 2026-10-21)

## Applitools

- id: `applitools`
- Company: Applitools
- Website: https://applitools.com
- Page: https://aisdlclandscape.org/tools/applitools
- Kind: tool
- Layer: Not published
- Primary phase: test
- Phases: test
- Segment: point
- Claim (vendor's words): "AI-powered end-to-end testing platform combining Visual AI with GenAI and no-code test authoring."
- Sub-kind: Not published
- Target buyer: qa team
- Interface: web, sdk
- Autonomy: Not published
- Customers: Okta, Gannett, Medtronic, Peloton, Aetna, Medallia
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: saas, dedicated cloud, on-prem
- Models: Not published
- Open source: Not published
- Compliance: ISO 27001, SOC 2 Type II
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $31M Series C, led by OpenView
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with BrowserStack (`browserstack`): https://applitools.com/compare/browserstack/ https://applitools.com/compare/testmu/
- Competes with TestMu AI (formerly LambdaTest) (`testmu`): https://applitools.com/compare/browserstack/ https://applitools.com/compare/testmu/

Sources:

- summary: https://applitools.com/ (tier A, read 2026-10-21)
- customers: https://applitools.com/case-studies/ (tier A, read 2026-10-21)
- customers: https://applitools.com/ (tier A, read 2026-10-21)
- customers: https://applitools.com/compare/browserstack/ (tier A, read 2026-10-21)
- compliance: https://applitools.com/ (tier A, read 2026-10-21)
- deployment: https://applitools.com/compare/general/ (tier A, read 2026-10-21)
- relations: https://applitools.com/compare/browserstack/ (tier A, read 2026-10-21)
- relations: https://applitools.com/compare/testmu/ (tier A, read 2026-10-21)
- last_round: https://applitools.com/blog/press-release-applitools-raises-31m/ (tier A, read 2026-10-21)

## Autify (Aximo)

- id: `autify`
- Company: Autify
- Website: https://autify.com
- Page: https://aisdlclandscape.org/tools/autify
- Kind: tool
- Layer: Not published
- Primary phase: test
- Phases: test
- Segment: point
- Claim (vendor's words): "AI platform for software testing: AI-powered quality engineering for web and mobile apps."
- Sub-kind: Not published
- Target buyer: qa team
- Interface: web
- Autonomy: Not published
- Customers: GA technologies, Fernish, Coconala, GOBankingRates, Demaecan
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: subscription
- Entry price: Free plan
- Deployment: saas, on-prem (enterprise)
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $13M Series B
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://autify.com (tier A, read 2026-10-21)
- customers: https://autify.com/case-studies/ga-technologies (tier A, read 2026-10-21)
- customers: https://autify.com/case-studies/fernish (tier A, read 2026-10-21)
- customers: https://autify.com/case-studies/coconala (tier A, read 2026-10-21)
- customers: https://autify.com/case-studies/gobankingrates (tier A, read 2026-10-21)
- customers: https://autify.com/case-studies/demaecan (tier A, read 2026-10-21)
- pricing_model: https://autify.com/pricing (tier A, read 2026-10-21)
- entry_price: https://autify.com/pricing (tier A, read 2026-10-21)
- deployment: https://autify.com/pricing (tier A, read 2026-10-21)
- last_round: https://autify.com/blog/autify-raises-13-million-in-series-b-funding-and-launches-autify-genesis-an-autonomous-ai-agent-for-software-quality-assurance (tier A, read 2026-10-21)
- last_round: https://www.prnewswire.com/news-releases/autify-raises-13-million-in-series-b-funding-and-launches-zenes-an-autonomous-ai-agent-for-software-quality-assurance-302174001.html (tier B, read 2026-10-21)

## BrowserStack

- id: `browserstack`
- Company: BrowserStack
- Website: https://www.browserstack.com
- Page: https://aisdlclandscape.org/tools/browserstack
- Kind: tool
- Layer: Not published
- Primary phase: test
- Phases: test
- Segment: point
- Claim (vendor's words): "App and cross-browser testing on 3,500+ browsers and real devices, with 20+ AI agents from test planning onward."
- Sub-kind: Not published
- Target buyer: qa team
- Interface: web
- Autonomy: Not published
- Customers: Google, Atlassian, Amazon, Tesla, Microsoft, Spotify, PayPal, Stripe
- Traction: More than 50,000 customers (company claim)
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: $19/month (Freelancer)
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type 2, GDPR, CCPA
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $250M at a $4B valuation (2022)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.browserstack.com/ (tier A, read 2026-10-21)
- customers: https://www.browserstack.com/pricing (tier A, read 2026-10-21)
- traction: https://www.browserstack.com/ (tier A, read 2026-10-21)
- pricing_model: https://www.browserstack.com/pricing (tier A, read 2026-10-21)
- entry_price: https://www.browserstack.com/pricing (tier A, read 2026-10-21)
- compliance: https://www.browserstack.com/pricing (tier A, read 2026-10-21)
- last_round: https://sacra.com/c/browserstack/ (tier C, read 2026-10-21)

## Diffblue Testing Agent

- id: `diffblue`
- Company: Diffblue
- Website: https://www.diffblue.com
- Page: https://aisdlclandscape.org/tools/diffblue
- Kind: tool
- Layer: Not published
- Primary phase: test
- Phases: test, maintain
- Segment: multi-phase
- Claim (vendor's words): "AI testing agent that generates, verifies and fixes unit tests autonomously across enterprise Java codebases, legacy versions included."
- Sub-kind: Not published
- Target buyer: eng leader, regulated enterprise
- Interface: cli, ide, ci
- Autonomy: autonomous
- Customers: Not published
- Traction: Test coverage up 180% across 25 Java applications in two months (case study, company claim)
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: on-prem, air-gapped
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: $32M+ venture funding
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Claude Code (`claude-code`): https://www.diffblue.com/

Sources:

- summary: https://www.diffblue.com/ (tier A, read 2026-10-21)
- traction: https://www.diffblue.com/case-studies/transforming-sdlc-with-ai-diffblue-covers-impact-on-unit-test-automation/ (tier A, read 2026-10-21)
- deployment: https://www.diffblue.com/ (tier A, read 2026-10-21)
- deployment: https://www.diffblue.com/case-studies/autonomous-high-quality-refactoring-with-diffblue-cover/ (tier A, read 2026-10-21)
- relations: https://www.diffblue.com/ (tier A, read 2026-10-21)
- funding_total: https://www.diffblue.com/resources/diffblue-closes-investment-round-to-take-total-venture-funding-to-32-million/ (tier A, read 2026-10-21)

## Functionize

- id: `functionize`
- Company: Functionize
- Website: https://www.functionize.com
- Page: https://aisdlclandscape.org/tools/functionize
- Kind: tool
- Layer: Not published
- Primary phase: test
- Phases: test
- Segment: point
- Claim (vendor's words): "The quality layer for AI-written code: builds, runs and maintains tests against your live application."
- Sub-kind: Not published
- Target buyer: qa team
- Interface: web
- Autonomy: agent
- Customers: Honeywell, GE Healthcare
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: usage (credits)
- Entry price: Free plan (400,000 credits)
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $41M Series B (Aug 2025)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.functionize.com (tier A, read 2026-10-21)
- customers: https://www.functionize.com/services (tier A, read 2026-10-21)
- customers: https://www.functionize.com/blog/production-testing-what-why-and-how (tier A, read 2026-10-21)
- pricing_model: https://www.functionize.com/pricing (tier A, read 2026-10-21)
- entry_price: https://www.functionize.com/pricing (tier A, read 2026-10-21)
- compliance: https://www.functionize.com/product (tier A, read 2026-10-21)
- last_round: https://www.functionize.com/blog/functionize-raises-41m-series-b-to-accelerate-the-future-of-autonomous-quality-assurance (tier A, read 2026-10-21)

## Katalon True Platform

- id: `katalon`
- Company: Katalon
- Website: https://katalon.com
- Page: https://aisdlclandscape.org/tools/katalon
- Kind: tool
- Layer: Not published
- Primary phase: test
- Phases: test
- Segment: point
- Claim (vendor's words): "End-to-end AI testing platform for QA teams: manage and run manual, automated and AI-generated tests in one place."
- Sub-kind: Not published
- Target buyer: qa team
- Interface: web, desktop
- Autonomy: Not published
- Customers: Saga, Hive, Liberty Latin America, Angler
- Traction: Not published
- Go-to-market partners: Capgemini
- Pricing model: Not published
- Entry price: Not published
- Deployment: saas, on-prem (Runtime Engine)
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- gtm_partners: https://katalon.com/case-studies/lla (tier A, read 2026-10-21)
- summary: https://katalon.com/ (tier A, read 2026-10-21)
- customers: https://katalon.com/case-studies/saga (tier A, read 2026-10-21)
- customers: https://katalon.com/case-studies/hive (tier A, read 2026-10-21)
- customers: https://katalon.com/case-studies/lla (tier A, read 2026-10-21)
- customers: https://katalon.com/case-studies/angler (tier A, read 2026-10-21)
- compliance: https://katalon.com/ (tier A, read 2026-10-21)
- deployment: https://katalon.com/ (tier A, read 2026-10-21)

## Keploy

- id: `keploy`
- Company: Keploy
- Website: https://keploy.io
- Page: https://aisdlclandscape.org/tools/keploy
- Kind: tool
- Layer: Not published
- Primary phase: test
- Phases: test
- Segment: point
- Claim (vendor's words): "AI code verification with production-traffic digital twins: real API traffic, mocks and dependencies replayed as tests."
- Sub-kind: Not published
- Target buyer: developer
- Interface: cli, web
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: AWS Marketplace
- Pricing model: seat plus usage
- Entry price: Free playground; $19/user/month
- Deployment: saas, private, air-gapped
- Models: Not published
- Open source: Not published
- Compliance: SOC 2, GDPR, HIPAA
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with Pact (`pact`): https://keploy.io/pricing https://keploy.io/compare/pact
- Competes with Grafana k6 (`k6`): https://keploy.io/pricing https://keploy.io/compare/pact

Sources:

- gtm_partners: https://keploy.io/pricing (tier A, read 2026-10-21)
- summary: https://keploy.io (tier A, read 2026-10-21)
- pricing_model: https://keploy.io/pricing (tier A, read 2026-10-21)
- entry_price: https://keploy.io/pricing (tier A, read 2026-10-21)
- compliance: https://keploy.io/pricing (tier A, read 2026-10-21)
- deployment: https://keploy.io/pricing (tier A, read 2026-10-21)
- relations: https://keploy.io/compare/pact (tier A, read 2026-10-21)
- relations: https://keploy.io/compare/k6 (tier A, read 2026-10-21)

## mabl

- id: `mabl`
- Company: mabl
- Website: https://www.mabl.com
- Page: https://aisdlclandscape.org/tools/mabl
- Kind: tool
- Layer: Not published
- Primary phase: test
- Phases: test
- Segment: point
- Claim (vendor's words): "Agentic testing platform that helps software teams accelerate releases and ensure quality."
- Sub-kind: Not published
- Target buyer: qa team, eng leader
- Interface: web, cli, mcp
- Autonomy: Not published
- Customers: Lowe's, JetBlue, LendingClub, Panasonic, Tokio Marine, 24G
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: usage (cloud run credits)
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $40M Series C, led by Vista Equity Partners
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Claude Code (`claude-code`): https://www.mabl.com
- Integrates with Cursor (`cursor`): https://www.mabl.com
- Integrates with Codex (`openai-codex`): https://www.mabl.com
- Integrates with Slack (`slack`): https://www.mabl.com
- Partners with Google (Gemini) (`google`): https://www.mabl.com

Sources:

- summary: https://www.mabl.com (tier A, read 2026-10-21)
- customers: https://www.mabl.com (tier A, read 2026-10-21)
- customers: https://www.mabl.com/customer-stories/24g-case-study (tier A, read 2026-10-21)
- customers: https://www.mabl.com/customer-stories (tier A, read 2026-10-21)
- pricing_model: https://www.mabl.com/pricing (tier A, read 2026-10-21)
- relations: https://www.mabl.com (tier A, read 2026-10-21)
- last_round: https://www.mabl.com/awards-and-press/mabl-raises-40m-series-c (tier A, read 2026-10-21)

## Meticulous

- id: `meticulous`
- Company: Meticulous
- Website: https://www.meticulous.ai
- Page: https://aisdlclandscape.org/tools/meticulous
- Kind: tool
- Layer: Not published
- Primary phase: test
- Phases: test
- Segment: point
- Claim (vendor's words): "Auto-generates and auto-maintains visual frontend browser tests, without anyone writing tests."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: ci, web
- Autonomy: autonomous
- Customers: Notion
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $15M Series A, led by Chemistry
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.meticulous.ai/ (tier A, read 2026-10-21)
- customers: https://www.meticulous.ai/case-studies (tier A, read 2026-10-21)
- last_round: https://pulse2.com/meticulous-raises-15-million-series-a-led-by-chemistry/ (tier C, read 2026-10-21)

## Momentic

- id: `momentic`
- Company: Momentic
- Website: https://momentic.ai
- Page: https://aisdlclandscape.org/tools/momentic
- Kind: tool
- Layer: Not published
- Primary phase: test
- Phases: test
- Segment: point
- Claim (vendor's words): "Mo is an AI QA engineer that bug-bashes your app, with plain-English tests and repro steps and evidence for every bug."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: web, cli
- Autonomy: agent
- Customers: Not published
- Traction: 117,010 bugs caught (company claim)
- Go-to-market partners: Not published
- Pricing model: usage (credits)
- Entry price: Free (2,000 credits/month)
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type 2
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with mabl (`mabl`): https://momentic.ai/comparison/momentic-vs-mabl https://momentic.ai/comparison/momentic-vs-qa-wolf
- Competes with QA Wolf (`qa-wolf`): https://momentic.ai/comparison/momentic-vs-mabl https://momentic.ai/comparison/momentic-vs-qa-wolf
- Competes with Ranger (`ranger`): https://momentic.ai/comparison/momentic-vs-mabl https://momentic.ai/comparison/momentic-vs-qa-wolf

Sources:

- summary: https://momentic.ai/ (tier A, read 2026-10-21)
- traction: https://momentic.ai/ (tier A, read 2026-10-21)
- pricing_model: https://momentic.ai/pricing (tier A, read 2026-10-21)
- entry_price: https://momentic.ai/pricing (tier A, read 2026-10-21)
- compliance: https://momentic.ai/pricing (tier A, read 2026-10-21)
- relations: https://momentic.ai/comparison/momentic-vs-mabl (tier A, read 2026-10-21)
- relations: https://momentic.ai/comparison/momentic-vs-qa-wolf (tier A, read 2026-10-21)
- relations: https://momentic.ai/comparison/momentic-vs-ranger (tier A, read 2026-10-21)

## QA Wolf

- id: `qa-wolf`
- Company: QA Wolf
- Website: https://www.qawolf.com
- Page: https://aisdlclandscape.org/tools/qa-wolf
- Kind: tool
- Layer: Not published
- Primary phase: test
- Phases: test
- Segment: point
- Claim (vendor's words): "AI testing platform that autonomously maps, writes and runs flake-free end-to-end tests for web and mobile."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: web
- Autonomy: autonomous
- Customers: Drata, Vesta, Regal, Xima
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: per test run
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $36M Series B, led by Scale Venture Partners
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.qawolf.com (tier A, read 2026-10-21)
- customers: https://www.qawolf.com/customers/drata (tier A, read 2026-10-21)
- customers: https://www.qawolf.com/customers/vesta (tier A, read 2026-10-21)
- customers: https://www.qawolf.com/customers/regal (tier A, read 2026-10-21)
- customers: https://www.qawolf.com/customers/xima (tier A, read 2026-10-21)
- pricing_model: https://www.qawolf.com/pricing (tier A, read 2026-10-21)
- last_round: https://sacra.com/c/qa-wolf/ (tier C, read 2026-10-21)

## Ranger

- id: `ranger`
- Company: Ranger
- Website: https://www.ranger.net
- Page: https://aisdlclandscape.org/tools/ranger
- Kind: tool
- Layer: Not published
- Primary phase: test
- Phases: test, review
- Segment: multi-phase
- Claim (vendor's words): "QA for AI-generated code: a seamless testing experience so teams keep shipping without testing roadblocks."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: web, pr-bot
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: Free (5 reviews); Growth $50/month/user
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $8.9M, led by General Catalyst and XYZ
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.ranger.net (tier A, read 2026-10-21)
- summary: https://www.ranger.net/post/why-qa-matters-for-ai-generated-code (tier A, read 2026-10-21)
- pricing_model: https://www.ranger.net/pricing (tier A, read 2026-10-21)
- entry_price: https://www.ranger.net/pricing (tier A, read 2026-10-21)
- last_round: https://www.ranger.net/love (tier A, read 2026-10-21)

## TestDriver

- id: `testdriver`
- Company: TestDriver
- Website: https://testdriver.ai
- Page: https://aisdlclandscape.org/tools/testdriver
- Kind: tool
- Layer: Not published
- Primary phase: test
- Phases: test, review
- Segment: multi-phase
- Claim (vendor's words): "Tag @testdriverai in any GitHub repo and it writes UI tests and catches regressions before they merge."
- Sub-kind: Not published
- Target buyer: developer
- Interface: pr-bot
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: subscription plus usage
- Entry price: $20/month
- Deployment: saas, self-hosted (enterprise)
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with GitHub (`github`): https://testdriver.ai/ https://testdriver.ai/alternatives/testsprite/
- Competes with TestSprite (`testsprite`): https://testdriver.ai/ https://testdriver.ai/alternatives/testsprite/

Sources:

- summary: https://testdriver.ai/ (tier A, read 2026-10-21)
- pricing_model: https://testdriver.ai/pricing/ (tier A, read 2026-10-21)
- entry_price: https://testdriver.ai/pricing/ (tier A, read 2026-10-21)
- deployment: https://testdriver.ai/ (tier A, read 2026-10-21)
- relations: https://testdriver.ai/ (tier A, read 2026-10-21)
- relations: https://testdriver.ai/alternatives/testsprite/ (tier A, read 2026-10-21)

## TestMu AI (formerly LambdaTest)

- id: `testmu`
- Company: TestMu AI
- Website: https://www.testmu.ai
- Page: https://aisdlclandscape.org/tools/testmu
- Kind: tool
- Layer: Not published
- Primary phase: test
- Phases: test
- Segment: point
- Claim (vendor's words): "Agentic QA for web, mobile, chat, voice, IVR and AI agents, with a real-device cloud."
- Sub-kind: Not published
- Target buyer: qa team
- Interface: web, ide
- Autonomy: Not published
- Customers: Bajaj Finserv, Trepp, Boomi
- Traction: 3M+ users (company claim)
- Go-to-market partners: Not published
- Pricing model: subscription (credits)
- Entry price: $19/month
- Deployment: saas, dedicated, on-prem device cloud
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.testmu.ai/ (tier A, read 2026-10-21)
- customers: https://www.testmu.ai/customers/ (tier A, read 2026-10-21)
- customers: https://www.testmu.ai/customers/trepp/ (tier A, read 2026-10-21)
- customers: https://www.testmu.ai/customers/boomi/ (tier A, read 2026-10-21)
- traction: https://www.testmu.ai/ (tier A, read 2026-10-21)
- pricing_model: https://www.testmu.ai/pricing/ (tier A, read 2026-10-21)
- entry_price: https://www.testmu.ai/pricing/ (tier A, read 2026-10-21)
- deployment: https://www.testmu.ai/ (tier A, read 2026-10-21)

## testRigor

- id: `testrigor`
- Company: testRigor
- Website: https://testrigor.com
- Page: https://aisdlclandscape.org/tools/testrigor
- Kind: tool
- Layer: Not published
- Primary phase: test
- Phases: test
- Segment: point
- Claim (vendor's words): "AI-based test automation: end-to-end tests written in plain English, with 99.5% less test maintenance (company claim)."
- Sub-kind: Not published
- Target buyer: qa team
- Interface: web
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: ISO/IEC 27001:2022, SOC 2, HIPAA, GDPR
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $4.1M seed (2021)
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with mabl (`mabl`): https://testrigor.com/alternative/mabl/ https://testrigor.com/alternative/qawolf/
- Competes with QA Wolf (`qa-wolf`): https://testrigor.com/alternative/mabl/ https://testrigor.com/alternative/qawolf/

Sources:

- summary: https://testrigor.com/ (tier A, read 2026-10-21)
- compliance: https://testrigor.com/ (tier A, read 2026-10-21)
- relations: https://testrigor.com/alternative/mabl/ (tier A, read 2026-10-21)
- relations: https://testrigor.com/alternative/qawolf/ (tier A, read 2026-10-21)
- last_round: https://techcrunch.com/2021/08/24/testrigor-scores-4m-seed-to-turn-a-list-of-actions-into-a-qa-testing-script/ (tier B, read 2026-10-21)

## TestSprite

- id: `testsprite`
- Company: TestSprite
- Website: https://www.testsprite.com
- Page: https://aisdlclandscape.org/tools/testsprite
- Kind: tool
- Layer: Not published
- Primary phase: test
- Phases: test
- Segment: point
- Claim (vendor's words): "Agentic testing tool that writes end-to-end tests and checks whether a code change broke what worked."
- Sub-kind: Not published
- Target buyer: developer
- Interface: mcp, web
- Autonomy: agent
- Customers: Not published
- Traction: 100,000+ developers and 50,000+ teams (company claim)
- Go-to-market partners: Not published
- Pricing model: subscription (credits)
- Entry price: Free; $19/month
- Deployment: saas, single-tenant
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Seattle
- Headcount: Not published
- Funding total: Not published
- Last round: $6.7M seed, led by Trilogy Equity Partners
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.testsprite.com/ (tier A, read 2026-10-21)
- traction: https://www.testsprite.com/pricing (tier A, read 2026-10-21)
- pricing_model: https://www.testsprite.com/pricing (tier A, read 2026-10-21)
- entry_price: https://www.testsprite.com/pricing (tier A, read 2026-10-21)
- deployment: https://www.testsprite.com/pricing (tier A, read 2026-10-21)
- hq: https://www.geekwire.com/2024/seattle-startup-testsprite-which-automates-testing-of-apis-and-web-apps-raises-1-5m/ (tier B, read 2026-10-21)
- last_round: https://techfundingnews.com/testsprite-raises-6-7m-seed-autonomous-ai-testing-platform/ (tier B, read 2026-10-21)

## Tricentis (Tosca, Testim, agents)

- id: `tricentis`
- Company: Tricentis
- Website: https://www.tricentis.com
- Page: https://aisdlclandscape.org/tools/tricentis
- Kind: tool
- Layer: Not published
- Primary phase: test
- Phases: test, code
- Segment: multi-phase
- Claim (vendor's words): "AI-powered automated testing: quality and testing agents for large enterprises, run through a central control plane; owns Testim and Tabnine."
- Sub-kind: Not published
- Target buyer: qa team, cio
- Interface: web
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: saas, on-prem
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $1.33B at a $4.5B valuation, led by GTCR (Nov 2024)
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with SAP (`sap`): https://www.tricentis.com/sap/pricing

Sources:

- summary: https://www.tricentis.com (tier A, read 2026-10-21)
- deployment: https://www.tricentis.com/sap/pricing (tier A, read 2026-10-21)
- relations: https://www.tricentis.com/sap/pricing (tier A, read 2026-10-21)
- last_round: https://siliconangle.com/2024/11/26/software-testing-provider-tricentis-raises-1-33b-4-5b-valuation/ (tier B, read 2026-10-21)

## Aikido Security

- id: `aikido`
- Company: Aikido Security
- Website: https://www.aikido.dev
- Page: https://aisdlclandscape.org/tools/aikido
- Kind: tool
- Layer: Not published
- Primary phase: security
- Phases: security, operate
- Segment: multi-phase
- Claim (vendor's words): "Continuous, autonomous security for what developers build, ship and run: code, dependencies, containers, cloud and AI pentests."
- Sub-kind: Not published
- Target buyer: developer, cto
- Interface: web, ide, ci
- Autonomy: agent
- Customers: Revolut, Pendo, SoundCloud, Niantic
- Traction: 150k+ organisations, 300k+ developers (company claim)
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2, ISO 27001 (reports)
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $60M Series B at a $1B valuation (Jan 2026)
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with Semgrep (`semgrep`): https://www.aikido.dev/comparison/semgrep https://www.aikido.dev/comparison/checkmarx
- Competes with Checkmarx One (`checkmarx`): https://www.aikido.dev/comparison/semgrep https://www.aikido.dev/comparison/checkmarx
- Competes with Endor Labs (AURI) (`endor-labs`): https://www.aikido.dev/comparison/semgrep https://www.aikido.dev/comparison/checkmarx

Sources:

- summary: https://www.aikido.dev (tier A, read 2026-10-21)
- customers: https://www.aikido.dev/blog/aikido-funding-series-b (tier A, read 2026-10-21)
- customers: https://www.aikido.dev/comparison/semgrep (tier A, read 2026-10-21)
- traction: https://www.aikido.dev (tier A, read 2026-10-21)
- compliance: https://www.aikido.dev (tier A, read 2026-10-21)
- relations: https://www.aikido.dev/comparison/semgrep (tier A, read 2026-10-21)
- relations: https://www.aikido.dev/comparison/checkmarx (tier A, read 2026-10-21)
- relations: https://www.aikido.dev/comparison/endor-labs (tier A, read 2026-10-21)
- last_round: https://www.aikido.dev/blog/aikido-funding-series-b (tier A, read 2026-10-21)

## Apiiro

- id: `apiiro`
- Company: Apiiro
- Website: https://apiiro.com
- Page: https://aisdlclandscape.org/tools/apiiro
- Kind: tool
- Layer: Not published
- Primary phase: security
- Phases: security, understand
- Segment: multi-phase
- Claim (vendor's words): "Secures everything coding agents build, use and ship: a Guardian Agent on an AppSec data fabric that prevents risk before code exists."
- Sub-kind: Not published
- Target buyer: ciso
- Interface: web, ide
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $100M Series B (Nov 2022)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://apiiro.com (tier A, read 2026-10-21)
- last_round: https://siliconangle.com/2022/11/03/cloud-native-application-security-firm-apiiro-raises-100m-round/ (tier B, read 2026-10-21)

## AppSecAI

- id: `appsecai`
- Company: AppSecAI
- Website: https://www.appsecai.io
- Page: https://aisdlclandscape.org/tools/appsecai
- Kind: tool
- Layer: Not published
- Primary phase: security
- Phases: security
- Segment: point
- Claim (vendor's words): "Turns findings from any code scanner into validated, tested code fixes your security team delivers; nothing fixed, nothing owed."
- Sub-kind: Not published
- Target buyer: appsec team, mssp
- Interface: web
- Autonomy: Not published
- Customers: Not published
- Traction: 97% accurate triage (company claim)
- Go-to-market partners: Not published
- Pricing model: per fix
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.appsecai.io (tier A, read 2026-10-21)
- traction: https://www.appsecai.io (tier A, read 2026-10-21)
- pricing_model: https://www.appsecai.io/pricing (tier A, read 2026-10-21)

## ArmorCode

- id: `armorcode`
- Company: ArmorCode
- Website: https://www.armorcode.com
- Page: https://aisdlclandscape.org/tools/armorcode
- Kind: tool
- Layer: Not published
- Primary phase: security
- Phases: security, operate
- Segment: multi-phase
- Claim (vendor's words): "Agentic AI platform for unified exposure management: an independent control plane where AI agents find, prioritise and fix vulnerabilities."
- Sub-kind: Not published
- Target buyer: ciso
- Interface: web
- Autonomy: agent
- Customers: Visa, C&S Wholesale Grocers, Jaguar Land Rover, Intuitive Surgical, Kuka
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2, HIPAA, PCI DSS, GDPR, ISO 27001, NIST (mapping)
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $16M strategic, led by Cheyenne Ventures (Mar 2026)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.armorcode.com/ (tier A, read 2026-10-21)
- customers: https://www.armorcode.com/ (tier A, read 2026-10-21)
- compliance: https://www.armorcode.com/ (tier A, read 2026-10-21)
- last_round: https://fintech.global/2026/03/04/armorcode-raises-16m-to-expand-agentic-ai-platform/ (tier B, read 2026-10-21)

## Chainguard

- id: `chainguard`
- Company: Chainguard
- Website: https://www.chainguard.dev
- Page: https://aisdlclandscape.org/tools/chainguard
- Kind: tool
- Layer: Not published
- Primary phase: security
- Phases: security, deploy
- Segment: multi-phase
- Claim (vendor's words): "Trusted open-source artifacts for every layer of the stack: hardened containers, language libraries and VMs with SLA-bound CVE patching."
- Sub-kind: Not published
- Target buyer: platform team, ciso
- Interface: Not published
- Autonomy: Not published
- Customers: Cloudera, Appian, Snowflake, Shift5
- Traction: 500+ enterprises (company claim)
- Go-to-market partners: Not published
- Pricing model: by engineering org size
- Entry price: Free images; from $19K for a team of 10
- Deployment: saas, multi-cloud, on-prem
- Models: Not published
- Open source: Not published
- Compliance: FedRAMP (FIPS), PCI DSS, CMMC 2.0, SOC 2, SLSA L3
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $356M Series D, led by Kleiner Perkins and IVP
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with Socket (`socket`): https://www.chainguard.dev/compare/chainguard-vs-socket

Sources:

- summary: https://www.chainguard.dev/ (tier A, read 2026-10-21)
- customers: https://www.chainguard.dev/ (tier A, read 2026-10-21)
- customers: https://www.chainguard.dev/compare (tier A, read 2026-10-21)
- traction: https://www.chainguard.dev/ (tier A, read 2026-10-21)
- pricing_model: https://www.chainguard.dev/pricing (tier A, read 2026-10-21)
- entry_price: https://www.chainguard.dev/pricing (tier A, read 2026-10-21)
- compliance: https://www.chainguard.dev/ (tier A, read 2026-10-21)
- deployment: https://www.chainguard.dev/ (tier A, read 2026-10-21)
- relations: https://www.chainguard.dev/compare/chainguard-vs-socket (tier A, read 2026-10-21)
- last_round: https://www.chainguard.dev/unchained/announcing-chainguards-series-d-building-the-safe-source-for-all-open-source (tier A, read 2026-10-21)

## Checkmarx One

- id: `checkmarx`
- Company: Checkmarx
- Website: https://checkmarx.com
- Page: https://aisdlclandscape.org/tools/checkmarx
- Kind: tool
- Layer: Not published
- Primary phase: security
- Phases: security
- Segment: point
- Claim (vendor's words): "Agentic application security platform: hybrid scanning plus AI agents that deliver merge-ready fixes at the point of code creation."
- Sub-kind: Not published
- Target buyer: ciso, appsec team
- Interface: ide, mcp, pr-bot, web
- Autonomy: agent
- Customers: Best Buy, PatientPoint, Cebu Pacific, Merito
- Traction: Not published
- Go-to-market partners: resellers, systems integrators and MSPs (partner program)
- Pricing model: Not published
- Entry price: Not published
- Deployment: saas, on-prem
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- gtm_partners: https://checkmarx.com/partners/ (tier A, read 2026-10-21)
- summary: https://checkmarx.com/ (tier A, read 2026-10-21)
- customers: https://checkmarx.com/ (tier A, read 2026-10-21)
- customers: https://checkmarx.com/why-checkmarx/customer-stories/ (tier A, read 2026-10-21)
- deployment: https://checkmarx.com/why-checkmarx/customer-stories/ (tier A, read 2026-10-21)

## CodeAnt AI

- id: `codeant`
- Company: CodeAnt AI
- Website: https://www.codeant.ai
- Page: https://aisdlclandscape.org/tools/codeant
- Kind: tool
- Layer: Not published
- Primary phase: security
- Phases: security, review
- Segment: multi-phase
- Claim (vendor's words): "Exploit-based agentic security platform: AI agents reason across code, infrastructure and runtime to prove what is exploitable and fix it; also AI code review."
- Sub-kind: Not published
- Target buyer: ciso, eng leader
- Interface: pr-bot, web
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: saas, self-hosted, vpc
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II, HIPAA
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with Qodo (`qodo`): https://codeant.ai/comparison/qodo https://codeant.ai/comparison/snyk
- Competes with Snyk AI Security Platform (`snyk`): https://codeant.ai/comparison/qodo https://codeant.ai/comparison/snyk
- Competes with Aikido Security (`aikido`): https://codeant.ai/comparison/qodo https://codeant.ai/comparison/snyk

Sources:

- summary: https://codeant.ai/ (tier A, read 2026-10-21)
- compliance: https://codeant.ai/ (tier A, read 2026-10-21)
- deployment: https://codeant.ai/pricing (tier A, read 2026-10-21)
- relations: https://codeant.ai/comparison/qodo (tier A, read 2026-10-21)
- relations: https://codeant.ai/comparison/snyk (tier A, read 2026-10-21)
- relations: https://codeant.ai/comparison/aikido (tier A, read 2026-10-21)

## Corgea

- id: `corgea`
- Company: Corgea
- Website: https://corgea.com
- Page: https://aisdlclandscape.org/tools/corgea
- Kind: tool
- Layer: Not published
- Primary phase: security
- Phases: security
- Segment: point
- Claim (vendor's words): "Finds, triages and fixes vulnerabilities across code, packages, infrastructure and containers."
- Sub-kind: Not published
- Target buyer: appsec team
- Interface: web, pr-bot
- Autonomy: Not published
- Customers: Not published
- Traction: 2x more true positives, 3x fewer false positives (company claim)
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $2.6M seed, led by Shorooq Partners (2024)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://corgea.com (tier A, read 2026-10-21)
- traction: https://corgea.com (tier A, read 2026-10-21)
- last_round: https://fintech.global/2024/11/08/ai-driven-cybersecurity-startup-corgea-raises-2-6m-in-seed-round/ (tier B, read 2026-10-21)
- last_round: https://theaiinsider.tech/2024/11/06/shorooq-leads-corgeas-2-6m-seed-round-to-revolutionize-cybersecurity-with-ai-driven-vulnerability-remediation/ (tier C, read 2026-10-21)

## DryRun Security

- id: `dryrun`
- Company: DryRun Security
- Website: https://www.dryrun.security
- Page: https://aisdlclandscape.org/tools/dryrun
- Kind: tool
- Layer: Not published
- Primary phase: security
- Phases: security, review
- Segment: multi-phase
- Claim (vendor's words): "AI-native SAST agents: an independent security check on human and AI-generated code, with no rules and fast PR feedback."
- Sub-kind: Not published
- Target buyer: appsec team
- Interface: pr-bot
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $8.7M seed, led by LiveOak Ventures
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.dryrun.security (tier A, read 2026-10-21)
- last_round: https://techfundingnews.com/ai-powered-appsec-dryrun-security-secures-8-7m-to-tackle-growing-code-risks/ (tier B, read 2026-10-21)

## Endor Labs (AURI)

- id: `endor-labs`
- Company: Endor Labs
- Website: https://www.endorlabs.com
- Page: https://aisdlclandscape.org/tools/endor-labs
- Kind: tool
- Layer: Not published
- Primary phase: security
- Phases: security
- Segment: point
- Claim (vendor's words): "Agentic application security platform for AI-generated and human-written code: prioritises and fixes what is reachable."
- Sub-kind: Not published
- Target buyer: appsec team
- Interface: ide, ci, web
- Autonomy: Not published
- Customers: Egnyte, AppLovin, Peloton, Five9, Netskope, Atlassian, Cursor, Zapier
- Traction: Not published
- Go-to-market partners: AWS Marketplace, Azure Marketplace, Google Cloud Marketplace
- Pricing model: subscription
- Entry price: Free tier for individual developers (AURI)
- Deployment: saas, on-prem (Outpost)
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- gtm_partners: https://www.endorlabs.com/pricing (tier A, read 2026-10-21)
- summary: https://www.endorlabs.com (tier A, read 2026-10-21)
- customers: https://www.endorlabs.com (tier A, read 2026-10-21)
- customers: https://www.endorlabs.com/customers (tier A, read 2026-10-21)
- pricing_model: https://www.endorlabs.com/pricing (tier A, read 2026-10-21)
- entry_price: https://www.endorlabs.com/pricing (tier A, read 2026-10-21)
- deployment: https://www.endorlabs.com/pricing (tier A, read 2026-10-21)

## Legit Security

- id: `legit`
- Company: Legit Security
- Website: https://www.legitsecurity.com
- Page: https://aisdlclandscape.org/tools/legit
- Kind: tool
- Layer: Not published
- Primary phase: security
- Phases: security, cicd
- Segment: multi-phase
- Claim (vendor's words): "AI-native ASPM platform to detect, fix and prevent AppSec risk from AI-generated code, across the software factory."
- Sub-kind: Not published
- Target buyer: ciso, appsec team
- Interface: web
- Autonomy: Not published
- Customers: Firebolt, ACV Auctions, Noname Security, Freddie Mac, Rocket Money, Lam Research
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $40M Series B, led by CRV
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with GitHub (`github`): https://www.legitsecurity.com
- Integrates with GitLab (`gitlab`): https://www.legitsecurity.com
- Integrates with Jira (`jira`): https://www.legitsecurity.com
- Integrates with Snyk AI Security Platform (`snyk`): https://www.legitsecurity.com
- Integrates with Checkmarx One (`checkmarx`): https://www.legitsecurity.com

Sources:

- summary: https://www.legitsecurity.com (tier A, read 2026-10-21)
- summary: https://www.legitsecurity.com/platform/aspm (tier A, read 2026-10-21)
- customers: https://www.legitsecurity.com/customers (tier A, read 2026-10-21)
- customers: https://www.legitsecurity.com/customers/case-study-acv-auctions (tier A, read 2026-10-21)
- customers: https://www.legitsecurity.com/customers/case-study-noname-security (tier A, read 2026-10-21)
- customers: https://www.legitsecurity.com (tier A, read 2026-10-21)
- relations: https://www.legitsecurity.com (tier A, read 2026-10-21)
- last_round: https://www.prnewswire.com/news-releases/legit-security-secures-40-million-series-b-investment-led-by-crv-301932852.html (tier B, read 2026-10-21)

## Mobb

- id: `mobb`
- Company: Mobb
- Website: https://mobb.ai
- Page: https://aisdlclandscape.org/tools/mobb
- Kind: tool
- Layer: Not published
- Primary phase: security
- Phases: security
- Segment: point
- Claim (vendor's words): "Automatically fixes code vulnerabilities found by your scanners and secures AI-generated code at the source."
- Sub-kind: Not published
- Target buyer: appsec team, developer
- Interface: ide, pr-bot, cli
- Autonomy: Not published
- Customers: Not published
- Traction: 80% reduction in mean time to remediation (case study, company claim)
- Go-to-market partners: GitHub Marketplace, Azure Marketplace, AWS Marketplace, channel partners and resellers
- Pricing model: seat
- Entry price: Free for public repos
- Deployment: saas, private cloud, on-prem
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: 2021
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $5.4M seed (2023)
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with GitHub (`github`): https://mobb.ai/pricing https://mobb.ai/partners
- Integrates with GitLab (`gitlab`): https://mobb.ai/pricing https://mobb.ai/partners
- Integrates with Azure DevOps (`azure-devops`): https://mobb.ai/pricing https://mobb.ai/partners
- Integrates with Bitbucket (`bitbucket`): https://mobb.ai/pricing https://mobb.ai/partners

Sources:

- gtm_partners: https://mobb.ai/pricing (tier A, read 2026-10-21)
- gtm_partners: https://mobb.ai/partners (tier A, read 2026-10-21)
- summary: https://mobb.ai (tier A, read 2026-10-21)
- traction: https://mobb.ai/blog/case-study-ai-code-fixes (tier A, read 2026-10-21)
- pricing_model: https://mobb.ai/pricing (tier A, read 2026-10-21)
- entry_price: https://mobb.ai/pricing (tier A, read 2026-10-21)
- deployment: https://mobb.ai/pricing (tier A, read 2026-10-21)
- relations: https://mobb.ai/pricing (tier A, read 2026-10-21)
- founded: https://mobb.ai/about-us (tier A, read 2026-10-21)
- last_round: https://fintech.global/2023/04/21/us-leads-the-way-in-this-weeks-39-fintech-deals/ (tier B, read 2026-10-21)

## Pixee

- id: `pixee`
- Company: Pixee
- Website: https://www.pixee.ai
- Page: https://aisdlclandscape.org/tools/pixee
- Kind: tool
- Layer: Not published
- Primary phase: security
- Phases: security, maintain
- Segment: multi-phase
- Claim (vendor's words): "Automates vulnerability triage and remediation across your scanners: clears up to 95% of false positives and fixes the rest as merge-ready PRs."
- Sub-kind: Not published
- Target buyer: appsec team
- Interface: pr-bot
- Autonomy: agent
- Customers: NTT Data, Nippon Steel, HCL Technologies, Oracle, Olympus, MoneyGram, DeltaStream
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: per resolution
- Entry price: Not published
- Deployment: saas, self-hosted, air-gapped
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with SonarQube (`sonar`): https://www.pixee.ai/compare/pixee-vs-sonarqube https://www.pixee.ai/compare/pixee-vs-snyk
- Integrates with Snyk AI Security Platform (`snyk`): https://www.pixee.ai/compare/pixee-vs-sonarqube https://www.pixee.ai/compare/pixee-vs-snyk
- Integrates with Checkmarx One (`checkmarx`): https://www.pixee.ai/compare/pixee-vs-sonarqube https://www.pixee.ai/compare/pixee-vs-snyk
- Integrates with Veracode (`veracode`): https://www.pixee.ai/compare/pixee-vs-sonarqube https://www.pixee.ai/compare/pixee-vs-snyk

Sources:

- summary: https://www.pixee.ai (tier A, read 2026-10-21)
- customers: https://www.pixee.ai (tier A, read 2026-10-21)
- pricing_model: https://www.pixee.ai/pricing (tier A, read 2026-10-21)
- deployment: https://www.pixee.ai/pricing (tier A, read 2026-10-21)
- relations: https://www.pixee.ai/compare/pixee-vs-sonarqube (tier A, read 2026-10-21)
- relations: https://www.pixee.ai/compare/pixee-vs-snyk (tier A, read 2026-10-21)
- relations: https://www.pixee.ai/compare/pixee-vs-checkmarx (tier A, read 2026-10-21)
- relations: https://www.pixee.ai/compare/pixee-vs-veracode (tier A, read 2026-10-21)

## Semgrep

- id: `semgrep`
- Company: Semgrep
- Website: https://semgrep.dev
- Page: https://aisdlclandscape.org/tools/semgrep
- Kind: tool
- Layer: Not published
- Primary phase: security
- Phases: security, review
- Segment: multi-phase
- Claim (vendor's words): "AI-assisted SAST, SCA and secrets detection: learns your code context to cut false positives and prioritise reachable vulnerabilities."
- Sub-kind: Not published
- Target buyer: appsec team, developer
- Interface: cli, ci, pr-bot, web
- Autonomy: Not published
- Customers: Lyft, Slack, GitLab, HashiCorp, Figma, Plaid, Trail of Bits, Squarespace, Vanta
- Traction: AppSec teams triage 80% fewer false positives (company claim)
- Go-to-market partners: Not published
- Pricing model: per contributor
- Entry price: Free
- Deployment: Not published
- Models: Not published
- Open source: yes
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $100M Series D, led by Menlo Ventures (Feb 2025)
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with Snyk AI Security Platform (`snyk`): https://docs.semgrep.dev/faq/comparisons/snyk

Sources:

- summary: https://semgrep.dev (tier A, read 2026-10-21)
- customers: https://semgrep.dev (tier A, read 2026-10-21)
- customers: https://semgrep.dev/case-studies (tier A, read 2026-10-21)
- customers: https://semgrep.dev/pricing (tier A, read 2026-10-21)
- traction: https://semgrep.dev (tier A, read 2026-10-21)
- open_source: https://semgrep.dev/pricing (tier A, read 2026-10-21)
- pricing_model: https://semgrep.dev/pricing (tier A, read 2026-10-21)
- entry_price: https://semgrep.dev/pricing (tier A, read 2026-10-21)
- relations: https://docs.semgrep.dev/faq/comparisons/snyk (tier A, read 2026-10-21)
- last_round: https://fintech.global/2025/02/06/semgrep-bags-100m-in-series-d-to-elevate-ai-driven-code-security-innovations/ (tier B, read 2026-10-21)

## Snyk AI Security Platform

- id: `snyk`
- Company: Snyk
- Website: https://snyk.io
- Page: https://aisdlclandscape.org/tools/snyk
- Kind: tool
- Layer: Not published
- Primary phase: security
- Phases: security
- Segment: point
- Claim (vendor's words): "Secures the code AI writes, the agents that write it and the AI apps teams build: SCA, SAST, IaC and container scanning."
- Sub-kind: Not published
- Target buyer: ciso, developer
- Interface: ide, cli, ci, web
- Autonomy: Not published
- Customers: Okta, Twilio, Snowflake, Spotify, Manulife, Seismic, Labelbox, Yalo
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: Free
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $196.5M Series G at a $7.4B valuation (Dec 2022)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://snyk.io/ (tier A, read 2026-10-21)
- customers: https://snyk.io/ (tier A, read 2026-10-21)
- pricing_model: https://snyk.io/plans/ (tier A, read 2026-10-21)
- entry_price: https://snyk.io/plans/ (tier A, read 2026-10-21)
- last_round: https://snyk.io/news/snyk-closes-196-5-million-series-g-funding-at-7-4-billion-valuation/ (tier A, read 2026-10-21)

## Socket

- id: `socket`
- Company: Socket
- Website: https://socket.dev
- Page: https://aisdlclandscape.org/tools/socket
- Kind: tool
- Layer: Not published
- Primary phase: security
- Phases: security
- Segment: point
- Claim (vendor's words): "Blocks zero-day software supply chain attacks before they reach a developer's machine, CI or production."
- Sub-kind: Not published
- Target buyer: appsec team, developer
- Interface: pr-bot, cli, web
- Autonomy: Not published
- Customers: Not published
- Traction: Millions of developers (company claim)
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: Free; Team $25/dev/month
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: 2020
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $60M Series C at a $1B valuation, led by Thrive Capital (May 2026)
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with Snyk AI Security Platform (`snyk`): https://socket.dev/compare/socket-vs-snyk https://socket.dev/compare/socket-vs-endor-labs
- Competes with Endor Labs (AURI) (`endor-labs`): https://socket.dev/compare/socket-vs-snyk https://socket.dev/compare/socket-vs-endor-labs
- Competes with Semgrep (`semgrep`): https://socket.dev/compare/socket-vs-snyk https://socket.dev/compare/socket-vs-endor-labs

Sources:

- summary: https://socket.dev/ (tier A, read 2026-10-21)
- traction: https://socket.dev/ (tier A, read 2026-10-21)
- pricing_model: https://socket.dev/pricing (tier A, read 2026-10-21)
- entry_price: https://socket.dev/pricing (tier A, read 2026-10-21)
- relations: https://socket.dev/compare/socket-vs-snyk (tier A, read 2026-10-21)
- relations: https://socket.dev/compare/socket-vs-endor-labs (tier A, read 2026-10-21)
- relations: https://socket.dev/compare/socket-vs-semgrep (tier A, read 2026-10-21)
- founded: https://fintech.global/2026/05/21/open-source-security-gap-drives-sockets-60m-raise/ (tier B, read 2026-10-21)
- last_round: https://socket.dev/blog/series-c (tier A, read 2026-10-21)
- last_round: https://fintech.global/2026/05/21/open-source-security-gap-drives-sockets-60m-raise/ (tier B, read 2026-10-21)

## Veracode

- id: `veracode`
- Company: Veracode
- Website: https://www.veracode.com
- Page: https://aisdlclandscape.org/tools/veracode
- Kind: tool
- Layer: Not published
- Primary phase: security
- Phases: security
- Segment: point
- Claim (vendor's words): "Application risk management platform combining decades of security research and AI-driven analysis to find and fix flaws."
- Sub-kind: Not published
- Target buyer: ciso
- Interface: web, ci
- Autonomy: Not published
- Customers: SOC Prime, Keap, SchoolCNXT, OneLogin, Inter
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.veracode.com/ (tier A, read 2026-10-21)
- customers: https://www.veracode.com/customers/soc-prime/ (tier A, read 2026-10-21)
- customers: https://www.veracode.com/customers/keap/ (tier A, read 2026-10-21)
- customers: https://www.veracode.com/customers/schoolcnxt/ (tier A, read 2026-10-21)
- customers: https://www.veracode.com/customers/onelogin/ (tier A, read 2026-10-21)
- customers: https://www.veracode.com/customers/inter/ (tier A, read 2026-10-21)

## ZeroPath

- id: `zeropath`
- Company: ZeroPath
- Website: https://zeropath.com
- Page: https://aisdlclandscape.org/tools/zeropath
- Kind: tool
- Layer: Not published
- Primary phase: security
- Phases: security, review
- Segment: multi-phase
- Claim (vendor's words): "AI-native SAST and AppSec platform that finds broken authentication, logic bugs and outdated dependencies, then fixes them."
- Sub-kind: Not published
- Target buyer: appsec team, developer
- Interface: pr-bot, web
- Autonomy: Not published
- Customers: Not published
- Traction: 750+ companies, 125,000+ code scans a month (company claim)
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: $60/dev
- Deployment: saas, on-prem, self-hosted, private cloud
- Models: BYOK
- Open source: Not published
- Compliance: CIS, PCI-DSS, HIPAA, SOC 2, NIST, GDPR (checks)
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://zeropath.com (tier A, read 2026-10-21)
- summary: https://zeropath.com/compare (tier A, read 2026-10-21)
- traction: https://zeropath.com/blog/product (tier A, read 2026-10-21)
- pricing_model: https://zeropath.com/pricing (tier A, read 2026-10-21)
- entry_price: https://zeropath.com/pricing (tier A, read 2026-10-21)
- compliance: https://zeropath.com/products/iac (tier A, read 2026-10-21)
- deployment: https://zeropath.com/pricing (tier A, read 2026-10-21)
- models: https://zeropath.com/pricing (tier A, read 2026-10-21)

## CircleCI

- id: `circleci`
- Company: CircleCI
- Website: https://circleci.com
- Page: https://aisdlclandscape.org/tools/circleci
- Kind: tool
- Layer: Not published
- Primary phase: cicd
- Phases: cicd, test
- Segment: multi-phase
- Claim (vendor's words): "Autonomous validation for the AI era: validate, test and ship every change at AI speed, including prompts, models and agents."
- Sub-kind: Not published
- Target buyer: platform team
- Interface: web, cli, mcp
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: usage (credits)
- Entry price: Free (30,000 credits/month)
- Deployment: saas, self-hosted runners, server (air-gapped)
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $100M Series F at a $1.7B valuation (2021)
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Cursor (`cursor`): https://circleci.com/
- Integrates with Claude Code (`claude-code`): https://circleci.com/

Sources:

- summary: https://circleci.com/ (tier A, read 2026-10-21)
- pricing_model: https://circleci.com/pricing/ (tier A, read 2026-10-21)
- entry_price: https://circleci.com/pricing/ (tier A, read 2026-10-21)
- compliance: https://circleci.com/compare/bitrise-vs-circleci/ (tier A, read 2026-10-21)
- deployment: https://circleci.com/pricing/ (tier A, read 2026-10-21)
- deployment: https://circleci.com/pricing/server/ (tier A, read 2026-10-21)
- relations: https://circleci.com/ (tier A, read 2026-10-21)
- last_round: https://www.builtinsf.com/articles/circle-ci-raises-100m-series-f-vamp-acquisition (tier B, read 2026-10-21)

## Gitar

- id: `gitar`
- Company: Sonar
- Website: https://gitar.ai
- Page: https://aisdlclandscape.org/tools/gitar
- Kind: tool
- Layer: Not published
- Primary phase: cicd
- Phases: cicd, review
- Segment: multi-phase
- Claim (vendor's words): "Diagnoses CI failures and applies autonomous fixes, with high-signal AI code review and proof the change works."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: pr-bot
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: $20/user; free for open source
- Deployment: saas, self-hosted code hosting
- Models: Anthropic (BYOK option)
- Open source: Not published
- Compliance: SOC 2, ISO 27001, GDPR
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $9M, led by Venrock (Apr 2026), before acquisition
- Status: acquired
- Last verified: 2026-10-21

Relations:

- Acquired by SonarQube (`sonar`): https://www.sonarsource.com/company/press-releases/sonar-acquires-gitar/ https://siliconangle.com/2026/05/21/ai-code-quality-startup-sonar-buys-ai-code-review-startup-gitar/
- Integrates with GitHub (`github`): https://www.sonarsource.com/company/press-releases/sonar-acquires-gitar/ https://siliconangle.com/2026/05/21/ai-code-quality-startup-sonar-buys-ai-code-review-startup-gitar/
- Integrates with GitLab (`gitlab`): https://www.sonarsource.com/company/press-releases/sonar-acquires-gitar/ https://siliconangle.com/2026/05/21/ai-code-quality-startup-sonar-buys-ai-code-review-startup-gitar/
- Integrates with Bitbucket (`bitbucket`): https://www.sonarsource.com/company/press-releases/sonar-acquires-gitar/ https://siliconangle.com/2026/05/21/ai-code-quality-startup-sonar-buys-ai-code-review-startup-gitar/
- Integrates with Azure DevOps (`azure-devops`): https://www.sonarsource.com/company/press-releases/sonar-acquires-gitar/ https://siliconangle.com/2026/05/21/ai-code-quality-startup-sonar-buys-ai-code-review-startup-gitar/

Sources:

- summary: https://gitar.ai (tier A, read 2026-10-21)
- status: https://www.sonarsource.com/company/press-releases/sonar-acquires-gitar/ (tier C, read 2026-10-21)
- status: https://siliconangle.com/2026/05/21/ai-code-quality-startup-sonar-buys-ai-code-review-startup-gitar/ (tier B, read 2026-10-21)
- pricing_model: https://gitar.ai/pricing (tier A, read 2026-10-21)
- entry_price: https://gitar.ai (tier A, read 2026-10-21)
- entry_price: https://gitar.ai/pricing (tier A, read 2026-10-21)
- compliance: https://gitar.ai (tier A, read 2026-10-21)
- models: https://gitar.ai (tier A, read 2026-10-21)
- deployment: https://gitar.ai/pricing (tier A, read 2026-10-21)
- relations: https://www.sonarsource.com/company/press-releases/sonar-acquires-gitar/ (tier C, read 2026-10-21)
- relations: https://siliconangle.com/2026/05/21/ai-code-quality-startup-sonar-buys-ai-code-review-startup-gitar/ (tier B, read 2026-10-21)
- relations: https://gitar.ai (tier A, read 2026-10-21)
- last_round: https://techcrunch.com/2026/04/15/gitar-a-startup-that-uses-agents-to-secure-code-emerges-from-stealth-with-9-million/ (tier B, read 2026-10-21)

## GitLab Duo Agent Platform

- id: `gitlab-duo`
- Company: GitLab
- Website: https://about.gitlab.com/gitlab-duo
- Page: https://aisdlclandscape.org/tools/gitlab-duo
- Kind: tool
- Layer: Not published
- Primary phase: cicd
- Phases: plan, code, review, security, cicd, deploy
- Segment: full-lifecycle
- Claim (vendor's words): "Custom AI workflow automation across the software lifecycle: specialised agents for planning, coding, security and deployment."
- Sub-kind: Not published
- Target buyer: eng leader, platform team
- Interface: web, ide
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: channel and resale partners: integrators, resellers, distributors, MSPs
- Pricing model: add-on to Premium and Ultimate plans
- Entry price: Not published
- Deployment: saas, self-managed, self-hosted models
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Ships inside GitLab (`gitlab`): https://about.gitlab.com/partners/ https://about.gitlab.com/gitlab-duo
- Integrates with Claude Code (`claude-code`): https://about.gitlab.com/partners/ https://about.gitlab.com/gitlab-duo
- Integrates with Codex (`openai-codex`): https://about.gitlab.com/partners/ https://about.gitlab.com/gitlab-duo

Sources:

- gtm_partners: https://about.gitlab.com/partners/ (tier A, read 2026-10-21)
- summary: https://about.gitlab.com/gitlab-duo (tier A, read 2026-10-21)
- pricing_model: https://about.gitlab.com/gitlab-duo (tier A, read 2026-10-21)
- deployment: https://about.gitlab.com/gitlab-duo (tier A, read 2026-10-21)
- relations: https://about.gitlab.com/gitlab-duo (tier A, read 2026-10-21)

## Harness

- id: `harness`
- Company: Harness
- Website: https://www.harness.io
- Page: https://aisdlclandscape.org/tools/harness
- Kind: tool
- Layer: Not published
- Primary phase: cicd
- Phases: cicd, deploy, test, security, operate, understand
- Segment: full-lifecycle
- Claim (vendor's words): "The Autonomous SDLC Platform: agents for your software factory across CI, CD, testing, security and runtime protection."
- Sub-kind: Not published
- Target buyer: platform team, eng leader
- Interface: web
- Autonomy: agent
- Customers: United Airlines, Citi, Morningstar, Workday, Experian, ADP
- Traction: Not published
- Go-to-market partners: solution partners (partner program)
- Pricing model: free tier, bundle or modular
- Entry price: Free plan
- Deployment: saas, self-hosted
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $240M (AI software delivery platform)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- gtm_partners: https://www.harness.io/partners (tier A, read 2026-10-21)
- summary: https://www.harness.io (tier A, read 2026-10-21)
- customers: https://www.harness.io (tier A, read 2026-10-21)
- customers: https://www.harness.io/pricing (tier A, read 2026-10-21)
- pricing_model: https://www.harness.io/pricing (tier A, read 2026-10-21)
- entry_price: https://www.harness.io/pricing (tier A, read 2026-10-21)
- deployment: https://www.harness.io/comparison-guide/argocd-vs-harness (tier A, read 2026-10-21)
- last_round: https://www.harness.io/blog/240m-financing-to-bring-ai-to-everything-after-code (tier A, read 2026-10-21)

## LaunchDarkly

- id: `launchdarkly`
- Company: LaunchDarkly
- Website: https://launchdarkly.com
- Page: https://aisdlclandscape.org/tools/launchdarkly
- Kind: tool
- Layer: Not published
- Primary phase: cicd
- Phases: cicd, operate
- Segment: multi-phase
- Claim (vendor's words): "Runtime control for AI-era software: feature flags and AI agent control, remediating failing code and misbehaving agents in production."
- Sub-kind: Not published
- Target buyer: eng leader, product team
- Interface: web, mcp, sdk
- Autonomy: Not published
- Customers: Not published
- Traction: 5,500+ customers (company claim)
- Go-to-market partners: Not published
- Pricing model: usage
- Entry price: Free ($0/month, unlimited seats)
- Deployment: saas, edge, self-hosted
- Models: Not published
- Open source: Not published
- Compliance: SOC 2, ISO, HIPAA
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://launchdarkly.com (tier A, read 2026-10-21)
- traction: https://launchdarkly.com/pricing/ (tier A, read 2026-10-21)
- pricing_model: https://launchdarkly.com/pricing/ (tier A, read 2026-10-21)
- entry_price: https://launchdarkly.com/pricing/ (tier A, read 2026-10-21)
- compliance: https://launchdarkly.com/pricing/ (tier A, read 2026-10-21)
- deployment: https://launchdarkly.com/compare/launchdarkly-vs-unleash/ (tier A, read 2026-10-21)

## env zero

- id: `env0`
- Company: env0
- Website: https://www.env0.com
- Page: https://aisdlclandscape.org/tools/env0
- Kind: tool
- Layer: Not published
- Primary phase: deploy
- Phases: deploy, operate
- Segment: multi-phase
- Claim (vendor's words): "The autonomous cloud control plane for the AI era: unifies declared and discovered state so agents can reason and act with guardrails."
- Sub-kind: Not published
- Target buyer: platform team
- Interface: web
- Autonomy: agent
- Customers: Automation Anywhere
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $35M Series A (extended), led by M12
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.env0.com (tier A, read 2026-10-21)
- customers: https://www.env0.com (tier A, read 2026-10-21)
- last_round: https://www.grovevc.com/news/env0-lands-17m-series-a/ (tier C, read 2026-10-21)
- last_round: https://www.calcalistech.com/ctechnews/article/b1t11mjwzh (tier B, read 2026-10-21)

## Firefly

- id: `firefly`
- Company: Firefly
- Website: https://www.firefly.ai
- Page: https://aisdlclandscape.org/tools/firefly
- Kind: tool
- Layer: Not published
- Primary phase: deploy
- Phases: deploy, operate
- Segment: multi-phase
- Claim (vendor's words): "Cloud resilience: codifies infrastructure, enforces policy with AI SRE and agent remediation, and recovers from attacks, outages and agent errors."
- Sub-kind: Not published
- Target buyer: platform team, cio
- Interface: web
- Autonomy: agent
- Customers: Xvoucher, Comtech, Aspyr, Aqua Security
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: DORA, NIS2, SOC 2, ISO (evidence)
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.firefly.ai (tier A, read 2026-10-21)
- customers: https://www.firefly.ai/customers/xvoucher (tier A, read 2026-10-21)
- customers: https://www.firefly.ai/customers/comtech (tier A, read 2026-10-21)
- customers: https://www.firefly.ai/customers/aspyr (tier A, read 2026-10-21)
- customers: https://www.firefly.ai/customers/aqua (tier A, read 2026-10-21)
- compliance: https://www.firefly.ai (tier A, read 2026-10-21)

## Pulumi (Neo)

- id: `pulumi`
- Company: Pulumi
- Website: https://www.pulumi.com
- Page: https://aisdlclandscape.org/tools/pulumi
- Kind: tool
- Layer: Not published
- Primary phase: deploy
- Phases: deploy
- Segment: point
- Claim (vendor's words): "Infrastructure as code platform for the AI era: open source, in languages agents know well, so humans and agents build and run cloud infrastructure."
- Sub-kind: Not published
- Target buyer: platform team
- Interface: cli, ide, web
- Autonomy: agent
- Customers: Snowflake, NVIDIA, BMW Group, Mercedes-Benz R&D NA, Atlassian, Unity, Docker, Supabase, Midjourney, Moderna
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: yes
- Compliance: SOC 2 Type II
- Founded: Not published
- Headquarters: Seattle
- Headcount: Not published
- Funding total: Not published
- Last round: $41M Series C (Oct 2023)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.pulumi.com/ (tier A, read 2026-10-21)
- customers: https://www.pulumi.com/ (tier A, read 2026-10-21)
- open_source: https://www.pulumi.com/ (tier A, read 2026-10-21)
- compliance: https://www.pulumi.com/ (tier A, read 2026-10-21)
- hq: https://agentcommunity.org/m/pulumi (tier C, read 2026-10-21)
- last_round: https://www.pulumi.com/about/newsroom/ (tier A, read 2026-10-21)

## Spacelift

- id: `spacelift`
- Company: Spacelift
- Website: https://spacelift.io
- Page: https://aisdlclandscape.org/tools/spacelift
- Kind: tool
- Layer: Not published
- Primary phase: deploy
- Phases: deploy, cicd
- Segment: multi-phase
- Claim (vendor's words): "IaC orchestration platform that joins IaC and GitOps pipelines with an AI deployment model and an Infrastructure Assistant."
- Sub-kind: Not published
- Target buyer: platform team
- Interface: web
- Autonomy: Not published
- Customers: TrueCar, Duolingo, Handshake, Ping Identity, Redfin, Figma, Notion, Dojo, Kin
- Traction: Not published
- Go-to-market partners: Azure Marketplace
- Pricing model: subscription
- Entry price: Free
- Deployment: saas, self-hosted, on-prem, air-gapped
- Models: Not published
- Open source: Not published
- Compliance: FedRAMP (authorized SaaS)
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $51M Series C (2025)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- gtm_partners: https://spacelift.io/pricing_b (tier A, read 2026-10-21)
- summary: https://spacelift.io (tier A, read 2026-10-21)
- customers: https://spacelift.io (tier A, read 2026-10-21)
- customers: https://spacelift.io/customers/dojo (tier A, read 2026-10-21)
- customers: https://spacelift.io/customers/kin (tier A, read 2026-10-21)
- pricing_model: https://spacelift.io/pricing (tier A, read 2026-10-21)
- entry_price: https://spacelift.io/pricing (tier A, read 2026-10-21)
- compliance: https://spacelift.io (tier A, read 2026-10-21)
- deployment: https://spacelift.io (tier A, read 2026-10-21)
- deployment: https://spacelift.io/pricing (tier A, read 2026-10-21)
- last_round: https://www.fiveelms.com/spacelift-raises-51m-series-c-to-redefine-enterprise-infrastructure-automation/ (tier C, read 2026-10-21)

## StackGen

- id: `stackgen`
- Company: StackGen
- Website: https://stackgen.com
- Page: https://aisdlclandscape.org/tools/stackgen
- Kind: tool
- Layer: Not published
- Primary phase: deploy
- Phases: deploy, operate
- Segment: multi-phase
- Claim (vendor's words): "Autonomous operations factory for DevOps and SRE: Aiden agents provision, deploy and run infrastructure."
- Sub-kind: Not published
- Target buyer: platform team
- Interface: web
- Autonomy: autonomous
- Customers: Healthie, Innovaccer, greytHR, InMobi, Autodesk, Nielsen, PepsiCo, Lowe's
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $12.3M seed, led by Thomvest Ventures (2024)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://stackgen.com (tier A, read 2026-10-21)
- customers: https://stackgen.com (tier A, read 2026-10-21)
- customers: https://stackgen.com/case-studies/healthie (tier A, read 2026-10-21)
- customers: https://stackgen.com/case-studies/innovaccer (tier A, read 2026-10-21)
- customers: https://stackgen.com/case-studies/greythr (tier A, read 2026-10-21)
- last_round: https://techcrunch.com/2024/09/10/stackgen-raises-12-3m-for-its-infrastructure-from-code-service/ (tier B, read 2026-10-21)

## Vercel

- id: `vercel`
- Company: Vercel
- Website: https://vercel.com
- Page: https://aisdlclandscape.org/tools/vercel
- Kind: tool
- Layer: Not published
- Primary phase: deploy
- Phases: deploy, operate
- Segment: multi-phase
- Claim (vendor's words): "Agentic infrastructure: the autonomous stack for every app and agent, from the team behind v0 and Next.js."
- Sub-kind: Not published
- Target buyer: developer, platform team
- Interface: web, cli
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: seat plus usage
- Entry price: Free (Hobby); $20/developer seat/month
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type 2, PCI DSS, ISO 27001, HIPAA BAA
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $300M Series F at a $9.3B valuation
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with v0 (`v0`): https://www.gic.com.sg/newsroom/all/vercel-closes-series-f-at-9-3b-valuation-to-scale-the-ai-cloud/

Sources:

- summary: https://vercel.com/ (tier A, read 2026-10-21)
- summary: https://www.gic.com.sg/newsroom/all/vercel-closes-series-f-at-9-3b-valuation-to-scale-the-ai-cloud/ (tier C, read 2026-10-21)
- pricing_model: https://vercel.com/pricing (tier A, read 2026-10-21)
- entry_price: https://vercel.com/pricing (tier A, read 2026-10-21)
- compliance: https://vercel.com/pricing (tier A, read 2026-10-21)
- relations: https://www.gic.com.sg/newsroom/all/vercel-closes-series-f-at-9-3b-valuation-to-scale-the-ai-cloud/ (tier C, read 2026-10-21)
- last_round: https://vercel.com/blog/series-f (tier A, read 2026-10-21)
- last_round: https://www.gic.com.sg/newsroom/all/vercel-closes-series-f-at-9-3b-valuation-to-scale-the-ai-cloud/ (tier C, read 2026-10-21)

## Causely

- id: `causely`
- Company: Causely
- Website: https://www.causely.ai
- Page: https://aisdlclandscape.org/tools/causely
- Kind: tool
- Layer: Not published
- Primary phase: operate
- Phases: operate
- Segment: point
- Claim (vendor's words): "Causal reasoning system that gives AI ops agents deterministic cause-and-effect context, so they stop guessing about production."
- Sub-kind: Not published
- Target buyer: sre team
- Interface: mcp, web
- Autonomy: Not published
- Customers: Not published
- Traction: Ops agents diagnose 63% faster (company claim)
- Go-to-market partners: Not published
- Pricing model: subscription
- Entry price: $2,000/month
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $8.8M seed (2023)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.causely.ai/ (tier A, read 2026-10-21)
- traction: https://www.causely.ai/ (tier A, read 2026-10-21)
- pricing_model: https://www.causely.ai/pricing (tier A, read 2026-10-21)
- entry_price: https://www.causely.ai/pricing (tier A, read 2026-10-21)
- last_round: https://www.causely.ai/blog/causely-raises-8-8m-in-seed-funding-to-deliver-it-industrys-first-causal-ai-platform (tier A, read 2026-10-21)
- last_round: https://siliconangle.com/2023/06/29/causal-ai-company-causely-raises-8-6m-automate-operations/ (tier B, read 2026-10-21)

## Cleric

- id: `cleric`
- Company: Cleric
- Website: https://cleric.ai
- Page: https://aisdlclandscape.org/tools/cleric
- Kind: tool
- Layer: Not published
- Primary phase: operate
- Phases: operate, deploy
- Segment: multi-phase
- Claim (vendor's words): "Follows every change after merge, verifies its effect under real production traffic and investigates before it becomes an incident."
- Sub-kind: Not published
- Target buyer: sre team
- Interface: slack, web
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: usage (credits, $0.50 each)
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: $9.8M seed, led by Vertex Ventures US
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with Datadog (Bits AI) (`datadog-bits`): https://cleric.ai/compare/datadog

Sources:

- summary: https://cleric.ai (tier A, read 2026-10-21)
- pricing_model: https://cleric.ai/pricing (tier A, read 2026-10-21)
- compliance: https://cleric.ai (tier A, read 2026-10-21)
- relations: https://cleric.ai/compare/datadog (tier A, read 2026-10-21)
- funding_total: https://www.apmdigest.com/cleric-launches-self-learning-ai-sre (tier C, read 2026-10-21)

## Dash0 (Agent0)

- id: `dash0`
- Company: Dash0
- Website: https://www.dash0.com
- Page: https://aisdlclandscape.org/tools/dash0
- Kind: tool
- Layer: Not published
- Primary phase: operate
- Phases: operate, measure
- Segment: multi-phase
- Claim (vendor's words): "OpenTelemetry-native observability with AI agents: watches the agents writing your code and fixes problems in production."
- Sub-kind: Not published
- Target buyer: sre team, platform team
- Interface: web, mcp
- Autonomy: agent
- Customers: Digibee, Autonative, Understory, Bonhams
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: usage
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $110M Series B at a $1B valuation, led by Balderton Capital (Mar 2026)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.dash0.com/ (tier A, read 2026-10-21)
- customers: https://www.dash0.com/customers/digibee-s-journey-from-10-to-100-apm-visibility-with-dash0 (tier A, read 2026-10-21)
- customers: https://www.dash0.com/customers/how-autonative-exposed-hidden-nightly-failures-with-dash0 (tier A, read 2026-10-21)
- customers: https://www.dash0.com/customers/how-understory-cut-debugging-time-by-80-with-dash0 (tier A, read 2026-10-21)
- customers: https://www.dash0.com/customers/bonhams-case-study-switching-to-dash0-for-50-savings (tier A, read 2026-10-21)
- pricing_model: https://www.dash0.com/pricing (tier A, read 2026-10-21)
- last_round: https://www.dash0.com/blog/dash0-raises-usd110m-series-b (tier A, read 2026-10-21)

## Datadog (Bits AI)

- id: `datadog-bits`
- Company: Datadog
- Website: https://www.datadoghq.com
- Page: https://aisdlclandscape.org/tools/datadog-bits
- Kind: tool
- Layer: Not published
- Primary phase: operate
- Phases: operate, test, security
- Segment: multi-phase
- Claim (vendor's words): "Cloud monitoring and security platform; Bits AI runs incident tasks, writes postmortems and, as Bits AI Dev Agent, suggests tests for uncovered code."
- Sub-kind: Not published
- Target buyer: sre team, platform team
- Interface: web, slack
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: usage
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: PCI, HIPAA (logs)
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.datadoghq.com/ (tier A, read 2026-10-21)
- summary: https://www.datadoghq.com/pricing/ (tier A, read 2026-10-21)
- pricing_model: https://www.datadoghq.com/pricing/list/ (tier A, read 2026-10-21)
- compliance: https://www.datadoghq.com/pricing/list/ (tier A, read 2026-10-21)

## Dynatrace

- id: `dynatrace`
- Company: Dynatrace
- Website: https://www.dynatrace.com
- Page: https://aisdlclandscape.org/tools/dynatrace
- Kind: tool
- Layer: Not published
- Primary phase: operate
- Phases: operate, security
- Segment: multi-phase
- Claim (vendor's words): "Observability built for the age of AI: deterministic AI and AI agents that prevent problems and coordinate action across clouds."
- Sub-kind: Not published
- Target buyer: cio, sre team
- Interface: web
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Accenture (Premier Sales Partner), Carahsoft
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- gtm_partners: https://www.dynatrace.com/hub/partners/?filter=all-partners (tier A, read 2026-10-21)
- summary: https://www.dynatrace.com (tier A, read 2026-10-21)

## incident.io

- id: `incident-io`
- Company: incident.io
- Website: https://incident.io
- Page: https://aisdlclandscape.org/tools/incident-io
- Kind: tool
- Layer: Not published
- Primary phase: operate
- Phases: operate
- Segment: point
- Claim (vendor's words): "AI software reliability platform unifying on-call, agentic root cause analysis, incident response and status pages."
- Sub-kind: Not published
- Target buyer: sre team, eng leader
- Interface: slack, web
- Autonomy: agent
- Customers: Netflix, Etsy, Skyscanner, Vanta, Zendesk
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: Free (Basic); Team $15/user/month annual
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2, HIPAA
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with Rootly (`rootly`): https://incident.io/alternatives/rootly https://incident.io/pricing
- Integrates with Slack (`slack`): https://incident.io/alternatives/rootly https://incident.io/pricing

Sources:

- summary: https://incident.io/ (tier A, read 2026-10-21)
- customers: https://incident.io/ (tier A, read 2026-10-21)
- pricing_model: https://incident.io/pricing (tier A, read 2026-10-21)
- entry_price: https://incident.io/pricing (tier A, read 2026-10-21)
- compliance: https://incident.io/pricing (tier A, read 2026-10-21)
- relations: https://incident.io/alternatives/rootly (tier A, read 2026-10-21)
- relations: https://incident.io/pricing (tier A, read 2026-10-21)

## Komodor

- id: `komodor`
- Company: Komodor
- Website: https://komodor.com
- Page: https://aisdlclandscape.org/tools/komodor
- Kind: tool
- Layer: Not published
- Primary phase: operate
- Phases: operate, deploy
- Segment: multi-phase
- Claim (vendor's words): "Agentic operations platform for production Kubernetes: build, run, optimise and govern, with an AI SRE for root cause."
- Sub-kind: Not published
- Target buyer: platform team, sre team
- Interface: web, mcp
- Autonomy: agent
- Customers: Pru Life UK, Forter, Lacework, FISPAN
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: subscription
- Entry price: Free
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II, GDPR
- Founded: 2020
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $42M Series B ($67M total)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://komodor.com/ (tier A, read 2026-10-21)
- customers: https://komodor.com/customers/ (tier A, read 2026-10-21)
- customers: https://komodor.com/customers/forter-case-study/ (tier A, read 2026-10-21)
- customers: https://komodor.com/customers/how-komodor-helped-lacework-save-christmas/ (tier A, read 2026-10-21)
- customers: https://komodor.com/customers/how-fispan-sped-up-mttr-by-67-with-komodor/ (tier A, read 2026-10-21)
- pricing_model: https://komodor.com/platform/pricing-and-plans/ (tier A, read 2026-10-21)
- entry_price: https://komodor.com/platform/pricing-and-plans/ (tier A, read 2026-10-21)
- compliance: https://komodor.com/platform/pricing-and-plans/ (tier A, read 2026-10-21)
- founded: https://www.calcalistech.com/ctechnews/article/sy8yhkrqle (tier B, read 2026-10-21)
- last_round: https://komodor.com/blog/we-just-raised-our-series-b/ (tier A, read 2026-10-21)

## NeuBird (Production Ops Agent)

- id: `neubird`
- Company: NeuBird AI
- Website: https://neubird.ai
- Page: https://aisdlclandscape.org/tools/neubird
- Kind: tool
- Layer: Not published
- Primary phase: operate
- Phases: operate
- Segment: point
- Claim (vendor's words): "Production Ops Agent: does what an AI SRE does, then prevents downtime before the page and resolves what gets through."
- Sub-kind: Not published
- Target buyer: sre team
- Interface: slack, teams, mcp, web
- Autonomy: agent
- Customers: Bedrock Analytics, DeepHealth
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: usage (credits)
- Entry price: Not published
- Deployment: Not published
- Models: bring your own LLMs
- Open source: Not published
- Compliance: SOC 2 Type II
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $19.3M
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://neubird.ai (tier A, read 2026-10-21)
- customers: https://neubird.ai/resources/customer-story-how-bedrock-analytics-resolves-incidents-faster (tier A, read 2026-10-21)
- customers: https://neubird.ai/resources/customer-story-how-deephealth-delivers-faster-innovation-with-neubird (tier A, read 2026-10-21)
- pricing_model: https://neubird.ai/pricing (tier A, read 2026-10-21)
- compliance: https://neubird.ai (tier A, read 2026-10-21)
- models: https://neubird.ai (tier A, read 2026-10-21)
- last_round: https://pulse2.com/neubird-ai-19-3-million-raised-for-agentic-ai-platform-for-enterprise-production-operations/ (tier C, read 2026-10-21)

## New Relic

- id: `new-relic`
- Company: New Relic
- Website: https://newrelic.com
- Page: https://aisdlclandscape.org/tools/new-relic
- Kind: tool
- Layer: Not published
- Primary phase: operate
- Phases: operate
- Segment: point
- Claim (vendor's words): "AI-powered observability platform that correlates telemetry across the stack, with an SRE Agent to isolate and resolve issues."
- Sub-kind: Not published
- Target buyer: sre team
- Interface: web
- Autonomy: Not published
- Customers: Chegg, Verisk, Wix, Kogan, ITV, Turo, UniSA, Domino's, Atlassian, Verizon, Toyota
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://newrelic.com/ (tier A, read 2026-10-21)
- customers: https://newrelic.com/ (tier A, read 2026-10-21)
- customers: https://newrelic.com/customers/chegg (tier A, read 2026-10-21)
- customers: https://newrelic.com/customers/wix (tier A, read 2026-10-21)
- customers: https://newrelic.com/customers/kogan (tier A, read 2026-10-21)
- customers: https://newrelic.com/customers/itv (tier A, read 2026-10-21)
- customers: https://newrelic.com/customers/turo (tier A, read 2026-10-21)
- customers: https://newrelic.com/customers/unisa (tier A, read 2026-10-21)

## PagerDuty

- id: `pagerduty`
- Company: PagerDuty
- Website: https://www.pagerduty.com
- Page: https://aisdlclandscape.org/tools/pagerduty
- Kind: tool
- Layer: Not published
- Primary phase: operate
- Phases: operate
- Segment: point
- Claim (vendor's words): "AI-first operations platform: AI agents automate incident toil so teams resolve faster and learn from each incident."
- Sub-kind: Not published
- Target buyer: sre team, cio
- Interface: web, slack
- Autonomy: agent
- Customers: SAP, IG, ITV, FOX
- Traction: 70% of the Fortune 100 (company claim)
- Go-to-market partners: Not published
- Pricing model: platform fee plus seats
- Entry price: $2,800/year (10 seats)
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.pagerduty.com/ (tier A, read 2026-10-21)
- customers: https://www.pagerduty.com/customer/sap/ (tier A, read 2026-10-21)
- customers: https://www.pagerduty.com/customer/ig/ (tier A, read 2026-10-21)
- customers: https://www.pagerduty.com/customer/itv/ (tier A, read 2026-10-21)
- customers: https://www.pagerduty.com/ (tier A, read 2026-10-21)
- traction: https://www.pagerduty.com/ (tier A, read 2026-10-21)
- pricing_model: https://www.pagerduty.com/pricing/ (tier A, read 2026-10-21)
- entry_price: https://www.pagerduty.com/pricing/ (tier A, read 2026-10-21)

## Resolve AI

- id: `resolve-ai`
- Company: Resolve AI
- Website: https://resolve.ai
- Page: https://aisdlclandscape.org/tools/resolve-ai
- Kind: tool
- Layer: Not published
- Primary phase: operate
- Phases: operate
- Segment: point
- Claim (vendor's words): "AI SRE platform that goes on call on your behalf and autonomously resolves incidents."
- Sub-kind: Not published
- Target buyer: sre team, eng leader
- Interface: web, slack
- Autonomy: autonomous
- Customers: DoorDash, Coinbase, Salesforce, Zscaler, MSCI, Gametime
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $125M Series A, led by Lightspeed, at a $1B valuation (Dec 2025)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://resolve.ai/ (tier A, read 2026-10-21)
- customers: https://resolve.ai/ (tier A, read 2026-10-21)
- customers: https://resolve.ai/customers (tier A, read 2026-10-21)
- customers: https://resolve.ai/customers/doordash (tier A, read 2026-10-21)
- customers: https://resolve.ai/customers/zscaler (tier A, read 2026-10-21)
- customers: https://resolve.ai/customers/msci (tier A, read 2026-10-21)
- customers: https://resolve.ai/customers/gametime (tier A, read 2026-10-21)
- last_round: https://resolve.ai/blog/series-a-funding (tier A, read 2026-10-21)
- last_round: https://techcrunch.com/2025/12/19/ex-splunk-execs-startup-resolve-ai-hits-1-billion-valuation-with-series-a/ (tier B, read 2026-10-21)

## Rootly

- id: `rootly`
- Company: Rootly
- Website: https://rootly.com
- Page: https://aisdlclandscape.org/tools/rootly
- Kind: tool
- Layer: Not published
- Primary phase: operate
- Phases: operate
- Segment: point
- Claim (vendor's words): "AI-native incident management: an AI SRE that helps diagnose and remediate issues, with on-call and response in Slack or Teams."
- Sub-kind: Not published
- Target buyer: sre team
- Interface: slack, web
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: $20/user/month
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2, GDPR, CCPA, BAA
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $12M Series A, led by Renegade Partners (2023)
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with PagerDuty (`pagerduty`): https://rootly.com/alternatives/rootly-vs-pagerduty https://rootly.com/pricing
- Integrates with Slack (`slack`): https://rootly.com/alternatives/rootly-vs-pagerduty https://rootly.com/pricing

Sources:

- summary: https://rootly.com (tier A, read 2026-10-21)
- pricing_model: https://rootly.com/pricing (tier A, read 2026-10-21)
- entry_price: https://rootly.com/pricing (tier A, read 2026-10-21)
- compliance: https://rootly.com/pricing (tier A, read 2026-10-21)
- relations: https://rootly.com/alternatives/rootly-vs-pagerduty (tier A, read 2026-10-21)
- relations: https://rootly.com/pricing (tier A, read 2026-10-21)
- last_round: https://rootly.com/blog/rootly-raises-12-million-from-renegade-partners-google-gradient-ventures-xyz-ventures (tier A, read 2026-10-21)
- last_round: https://techcrunch.com/2023/08/10/incident-response-management-platform-rootly-secures-12m/ (tier B, read 2026-10-21)

## Sentry (Seer)

- id: `sentry-seer`
- Company: Sentry
- Website: https://sentry.io
- Page: https://aisdlclandscape.org/tools/sentry-seer
- Kind: tool
- Layer: Not published
- Primary phase: operate
- Phases: operate, review, maintain
- Segment: multi-phase
- Claim (vendor's words): "Error monitoring and tracing for developers; the Seer AI debugging agent uses logs, commits, traces and stack traces to fix issues."
- Sub-kind: Not published
- Target buyer: developer
- Interface: web, mcp, ide
- Autonomy: Not published
- Customers: Duolingo, Factory, Cursor, Atlassian, Bolt, Delivery Hero, Supabase, Anthropic, Instacart, Disney Streaming
- Traction: 4M developers at over 200K organisations (company claim)
- Go-to-market partners: Not published
- Pricing model: subscription plus usage; Seer add-on
- Entry price: Free; Team $26/month
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2, ISO 27001, HIPAA (BAA)
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://sentry.io (tier A, read 2026-10-21)
- summary: https://sentry.io/pricing (tier A, read 2026-10-21)
- customers: https://sentry.io (tier A, read 2026-10-21)
- customers: https://sentry.io/customers (tier A, read 2026-10-21)
- traction: https://sentry.io/pricing (tier A, read 2026-10-21)
- pricing_model: https://sentry.io/pricing (tier A, read 2026-10-21)
- entry_price: https://sentry.io/pricing (tier A, read 2026-10-21)
- compliance: https://sentry.io/pricing (tier A, read 2026-10-21)

## Traversal

- id: `traversal`
- Company: Traversal
- Website: https://www.traversal.com
- Page: https://aisdlclandscape.org/tools/traversal
- Kind: tool
- Layer: Not published
- Primary phase: operate
- Phases: operate
- Segment: point
- Claim (vendor's words): "The AI SRE for complex systems: triages alerts, finds root cause and resolves incidents at petabyte scale."
- Sub-kind: Not published
- Target buyer: sre team, eng leader
- Interface: web, slack
- Autonomy: agent
- Customers: Cloudways, PepsiCo
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $48M seed and Series A, from Sequoia and Kleiner Perkins (June 2025)
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with Datadog (Bits AI) (`datadog-bits`): https://www.traversal.com/comparison/traversal-vs-datadog https://www.traversal.com/comparison/traversal-vs-resolve-ai
- Competes with Resolve AI (`resolve-ai`): https://www.traversal.com/comparison/traversal-vs-datadog https://www.traversal.com/comparison/traversal-vs-resolve-ai
- Competes with Rootly (`rootly`): https://www.traversal.com/comparison/traversal-vs-datadog https://www.traversal.com/comparison/traversal-vs-resolve-ai

Sources:

- summary: https://www.traversal.com (tier A, read 2026-10-21)
- customers: https://www.traversal.com/customer-stories/cloudways (tier A, read 2026-10-21)
- customers: https://www.traversal.com/customer-stories/pepsico (tier A, read 2026-10-21)
- compliance: https://www.traversal.com (tier A, read 2026-10-21)
- relations: https://www.traversal.com/comparison/traversal-vs-datadog (tier A, read 2026-10-21)
- relations: https://www.traversal.com/comparison/traversal-vs-resolve-ai (tier A, read 2026-10-21)
- relations: https://www.traversal.com/comparison/traversal-vs-rootly (tier A, read 2026-10-21)
- last_round: https://fortune.com/2025/06/18/traversal-emerges-from-stealth-with-48-million-from-sequoia-and-kleiner-perkins-to-reimagine-site-reliability-in-the-ai-era/ (tier B, read 2026-10-21)

## AWS Transform

- id: `aws-transform`
- Company: Amazon Web Services
- Website: https://aws.amazon.com/transform
- Page: https://aisdlclandscape.org/tools/aws-transform
- Kind: tool
- Layer: Not published
- Primary phase: maintain
- Phases: maintain, deploy
- Segment: multi-phase
- Claim (vendor's words): "The first agentic AI service to accelerate transformation of Windows, mainframe, VMware and custom code, up to 5x faster (company claim)."
- Sub-kind: Not published
- Target buyer: cio, eng leader
- Interface: web, ide
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Ships inside Amazon Web Services (`aws`): https://aws.amazon.com/transform
- Integrates with Kiro (`kiro`): https://aws.amazon.com/transform

Sources:

- summary: https://aws.amazon.com/transform (tier A, read 2026-10-21)
- relations: https://aws.amazon.com/transform (tier A, read 2026-10-21)

## Codemod

- id: `codemod`
- Company: Codemod
- Website: https://codemod.com
- Page: https://aisdlclandscape.org/tools/codemod
- Kind: tool
- Layer: Not published
- Primary phase: maintain
- Phases: maintain, security
- Segment: multi-phase
- Claim (vendor's words): "Code intelligence and automation platform that gives agents compiler-aware context for framework upgrades, migrations and org-wide fixes."
- Sub-kind: Not published
- Target buyer: platform team
- Interface: cli, web
- Autonomy: agent
- Customers: Zapier, Padoa
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://codemod.com (tier A, read 2026-10-21)
- customers: https://codemod.com (tier A, read 2026-10-21)
- customers: https://codemod.com/blog/padoa (tier A, read 2026-10-21)
- compliance: https://codemod.com/blog/soc2 (tier A, read 2026-10-21)

## Hypercubic

- id: `hypercubic`
- Company: Hypercubic
- Website: https://www.hypercubic.ai
- Page: https://aisdlclandscape.org/tools/hypercubic
- Kind: tool
- Layer: Not published
- Primary phase: maintain
- Phases: maintain, understand
- Segment: multi-phase
- Claim (vendor's words): "Agentic AI for mainframe and COBOL modernization: turns COBOL into living documentation, captures tribal knowledge and transforms code."
- Sub-kind: Not published
- Target buyer: cio
- Interface: web
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: vpc, on-prem
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.hypercubic.ai/ (tier A, read 2026-10-21)
- summary: https://www.hypercubic.ai/platform (tier A, read 2026-10-21)
- deployment: https://www.hypercubic.ai/ (tier A, read 2026-10-21)

## IBM Bob (formerly watsonx Code Assistant)

- id: `ibm-wca`
- Company: IBM
- Website: https://www.ibm.com/products/watsonx-code-assistant
- Page: https://aisdlclandscape.org/tools/ibm-wca
- Kind: tool
- Layer: Not published
- Primary phase: maintain
- Phases: maintain, code, plan, test
- Segment: multi-phase
- Claim (vendor's words): "IBM Bob, an AI coding agent that accelerates delivery and application modernization across complex enterprise codebases."
- Sub-kind: Not published
- Target buyer: cio, eng leader
- Interface: ide
- Autonomy: agent
- Customers: Not published
- Traction: Reduces AI compute spend by about 40% by routing each task to the right model (company claim)
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: saas, on-prem
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.ibm.com/products/watsonx-code-assistant (tier A, read 2026-10-21)
- traction: https://www.ibm.com/products/watsonx-code-assistant (tier A, read 2026-10-21)
- deployment: https://www.ibm.com/products/watsonx-code-assistant (tier A, read 2026-10-21)

## Mechanical Orchard (Imogen)

- id: `mechanical-orchard`
- Company: Mechanical Orchard
- Website: https://www.mechanical-orchard.com
- Page: https://aisdlclandscape.org/tools/mechanical-orchard
- Kind: tool
- Layer: Not published
- Primary phase: maintain
- Phases: maintain, test
- Segment: multi-phase
- Claim (vendor's words): "Imogen rewrites legacy mainframe systems into modern, cloud-ready code and verifies that outputs match, without breaking what runs today."
- Sub-kind: Not published
- Target buyer: cio
- Interface: web
- Autonomy: agent
- Customers: SulAmerica
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $50M Series B, led by GV
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.mechanical-orchard.com (tier A, read 2026-10-21)
- customers: https://www.mechanical-orchard.com/insights/customer-presentation-at-google-cloud-next-2026-sulamerica (tier A, read 2026-10-21)
- last_round: https://www.mechanical-orchard.com/insights/mechanical-orchard-secures-50-million-to-safely-transition-large-organizations-off-risky-legacy-software (tier A, read 2026-10-21)

## Moderne

- id: `moderne`
- Company: Moderne
- Website: https://moderne.ai
- Page: https://aisdlclandscape.org/tools/moderne
- Kind: tool
- Layer: Not published
- Primary phase: maintain
- Phases: maintain, security, understand
- Segment: multi-phase
- Claim (vendor's words): "A deterministic layer between your agents and your code: agents drive OpenRewrite recipes to make provably correct changes across whole business units."
- Sub-kind: Not published
- Target buyer: platform team, eng leader
- Interface: cli, web
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: systems integrator partner program
- Pricing model: annual contract
- Entry price: $250K typical (up to about 1,000 developers)
- Deployment: hybrid saas
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: 2020
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $30M Series B, led by Acrew Capital (Feb 2025)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- gtm_partners: https://www.moderne.ai/partners (tier A, read 2026-10-21)
- summary: https://moderne.ai/ (tier A, read 2026-10-21)
- pricing_model: https://moderne.ai/pricing (tier A, read 2026-10-21)
- entry_price: https://moderne.ai/pricing (tier A, read 2026-10-21)
- deployment: https://moderne.ai/pricing (tier A, read 2026-10-21)
- founded: https://techcrunch.com/2025/02/11/moderne-raises-30m-to-solve-technical-debt-across-complex-codebases/ (tier B, read 2026-10-21)
- last_round: https://techcrunch.com/2025/02/11/moderne-raises-30m-to-solve-technical-debt-across-complex-codebases/ (tier B, read 2026-10-21)

## vFunction

- id: `vfunction`
- Company: vFunction
- Website: https://vfunction.com
- Page: https://aisdlclandscape.org/tools/vfunction
- Kind: tool
- Layer: Not published
- Primary phase: maintain
- Phases: maintain, design, understand
- Segment: multi-phase
- Claim (vendor's words): "AI-driven modernization for large Java and .NET applications: gives AI coding tools the architectural context to refactor and rewrite."
- Sub-kind: Not published
- Target buyer: architect, cto
- Interface: web, mcp
- Autonomy: Not published
- Customers: Intesa Sanpaolo, Trend Micro, Accadia, Correla, CDL
- Traction: Not published
- Go-to-market partners: Azure Marketplace, AWS partner funding programs, Wipro
- Pricing model: per application (size band)
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: 2017
- Headquarters: Not published
- Headcount: Not published
- Funding total: $38.2M (seed and Series A)
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Kiro (`kiro`): https://vfunction.com/ https://vfunction.com/pricing/
- Integrates with AWS Transform (`aws-transform`): https://vfunction.com/ https://vfunction.com/pricing/
- Integrates with Claude Code (`claude-code`): https://vfunction.com/ https://vfunction.com/pricing/
- Partners with Amazon Web Services (`aws`): https://vfunction.com/ https://vfunction.com/pricing/

Sources:

- gtm_partners: https://vfunction.com/ (tier A, read 2026-10-21)
- gtm_partners: https://vfunction.com/pricing/ (tier A, read 2026-10-21)
- gtm_partners: https://vfunction.com/resources/case-study-correla/ (tier A, read 2026-10-21)
- summary: https://vfunction.com/ (tier A, read 2026-10-21)
- customers: https://vfunction.com/resources/case-study-intesa-sanpaolo/ (tier A, read 2026-10-21)
- customers: https://vfunction.com/resources/case-study-trend-micro/ (tier A, read 2026-10-21)
- customers: https://vfunction.com/resources/case-study-accadia/ (tier A, read 2026-10-21)
- customers: https://vfunction.com/resources/case-study-correla/ (tier A, read 2026-10-21)
- customers: https://vfunction.com/ (tier A, read 2026-10-21)
- pricing_model: https://vfunction.com/pricing/ (tier A, read 2026-10-21)
- relations: https://vfunction.com/resources/case-study-accadia/ (tier A, read 2026-10-21)
- relations: https://vfunction.com/pricing/ (tier A, read 2026-10-21)
- founded: https://pulse2.com/vfunction-moti-rafalin-profile/ (tier C, read 2026-10-21)
- funding_total: https://pulse2.com/vfunction-moti-rafalin-profile/ (tier C, read 2026-10-21)

## Augment Code (Cosmos)

- id: `augment-code`
- Company: Augment Code; Cosmos, Auggie and the Context Engine now owned by Harness
- Website: https://www.augmentcode.com
- Page: https://aisdlclandscape.org/tools/augment-code
- Kind: tool
- Layer: Not published
- Primary phase: understand
- Phases: understand, code, review, test
- Segment: multi-phase
- Claim (vendor's words): "Agentic software development at organisational scale: Cosmos runs an always-on software factory on a code Context Engine."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: ide, cli, web, mcp
- Autonomy: autonomous
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: flat platform fee plus usage (40% fee on LLM usage)
- Entry price: $20/month flat, up to 50 seats
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II, ISO 42001, CMEK
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: acquired (select assets, by Harness, 2026-10-08)
- Last verified: 2026-10-21

Relations:

- Acquired by Harness (`harness`): https://www.harness.io/press-and-news/harness-acquires-augment-code https://www.harness.io/press-and-news/harness-acquires-augment-code

Sources:

- summary: https://www.augmentcode.com (tier A, read 2026-09-04)
- pricing_model: https://www.augmentcode.com/pricing (tier A, read 2026-10-21)
- entry_price: https://www.augmentcode.com/pricing (tier A, read 2026-10-21)
- compliance: https://www.augmentcode.com/pricing (tier A, read 2026-10-21)
- status: https://www.harness.io/press-and-news/harness-acquires-augment-code (tier C, read 2026-10-20)
- relations: https://www.harness.io/press-and-news/harness-acquires-augment-code (tier C, read 2026-10-20)

## Driver

- id: `driver-ai`
- Company: Driver AI
- Website: https://www.driver.ai
- Page: https://aisdlclandscape.org/tools/driver-ai
- Kind: tool
- Layer: Not published
- Primary phase: understand
- Phases: understand
- Segment: point
- Claim (vendor's words): "Compiles codebase context ahead of time, like a compiler: symbol-complete, exhaustive and structured, served to agents over MCP."
- Sub-kind: Not published
- Target buyer: eng leader, platform team
- Interface: mcp, web
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: saas, single-tenant, regulated
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II, FedRAMP (regulated tier)
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Claude Code (`claude-code`): https://www.driver.ai/pricing
- Integrates with Cursor (`cursor`): https://www.driver.ai/pricing

Sources:

- summary: https://www.driver.ai (tier A, read 2026-10-21)
- compliance: https://www.driver.ai/pricing (tier A, read 2026-10-21)
- deployment: https://www.driver.ai/pricing (tier A, read 2026-10-21)
- relations: https://www.driver.ai/pricing (tier A, read 2026-10-21)

## G5

- id: `g5-labs`
- Company: G5 Labs
- Website: https://g5labs.ai
- Page: https://aisdlclandscape.org/tools/g5-labs
- Kind: tool
- Layer: Not published
- Primary phase: understand
- Phases: understand, maintain, plan
- Segment: multi-phase
- Claim (vendor's words): "The semantic abstraction layer for AI-native development: natural-language intent becomes the source code."
- Sub-kind: Not published
- Target buyer: cto, regulated enterprise
- Interface: web
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $14M seed (Sept 2026); MIT CSAIL spinout
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://g5labs.ai/ (tier A, read 2026-10-21)
- last_round: https://g5labs.ai/press/seed-round (tier A, read 2026-10-21)

## Mintlify

- id: `mintlify`
- Company: Mintlify
- Website: https://www.mintlify.com
- Page: https://aisdlclandscape.org/tools/mintlify
- Kind: tool
- Layer: Not published
- Primary phase: understand
- Phases: understand
- Segment: point
- Claim (vendor's words): "The documentation platform for agents: self-updating documentation for startups, enterprises and agents."
- Sub-kind: Not published
- Target buyer: developer, product team
- Interface: web, mcp
- Autonomy: Not published
- Customers: Coinbase, X, Harvey, AT&T, Dub
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: subscription plus credits
- Entry price: Free (Starter); Pro $450/month annual
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II, GDPR
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.mintlify.com (tier A, read 2026-10-21)
- customers: https://www.mintlify.com/customers (tier A, read 2026-10-21)
- customers: https://www.mintlify.com/customers/x (tier A, read 2026-10-21)
- customers: https://www.mintlify.com/customers/harvey (tier A, read 2026-10-21)
- customers: https://www.mintlify.com/customers/att (tier A, read 2026-10-21)
- customers: https://www.mintlify.com/customers/dub (tier A, read 2026-10-21)
- pricing_model: https://www.mintlify.com/pricing (tier A, read 2026-10-21)
- entry_price: https://www.mintlify.com/pricing (tier A, read 2026-10-21)
- compliance: https://www.mintlify.com/pricing (tier A, read 2026-10-21)

## Potpie

- id: `potpie`
- Company: Potpie
- Website: https://potpie.ai
- Page: https://aisdlclandscape.org/tools/potpie
- Kind: tool
- Layer: Not published
- Primary phase: understand
- Phases: understand, code, test
- Segment: multi-phase
- Claim (vendor's words): "AI-native SDLC automation: maps how your systems work into a living context graph and runs agents on it inside your VPC."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: web, ide
- Autonomy: agent
- Customers: Not published
- Traction: 200+ developers; 5.7K GitHub stars (company claim)
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: vpc, on-prem
- Models: Not published
- Open source: yes
- Compliance: SOC 2, ISO 27001
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://potpie.ai/ (tier A, read 2026-10-21)
- traction: https://potpie.ai/ (tier A, read 2026-10-21)
- open_source: https://potpie.ai/ (tier A, read 2026-10-21)
- compliance: https://potpie.ai/ (tier A, read 2026-10-21)
- deployment: https://potpie.ai/ (tier A, read 2026-10-21)

## Sourcebot

- id: `sourcebot`
- Company: Sourcebot
- Website: https://www.sourcebot.dev
- Page: https://aisdlclandscape.org/tools/sourcebot
- Kind: tool
- Layer: Not published
- Primary phase: understand
- Phases: understand, review
- Segment: multi-phase
- Claim (vendor's words): "Self-hosted tool that helps humans and agents search, navigate and understand complex enterprise codebases."
- Sub-kind: Not published
- Target buyer: platform team
- Interface: web, api, mcp
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: free self-hosted; Pro plan
- Entry price: Free (up to 5 users)
- Deployment: self-hosted
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.sourcebot.dev (tier A, read 2026-10-21)
- pricing_model: https://www.sourcebot.dev/pricing (tier A, read 2026-10-21)
- entry_price: https://www.sourcebot.dev/pricing (tier A, read 2026-10-21)
- deployment: https://www.sourcebot.dev/pricing (tier A, read 2026-10-21)

## Sourcegraph

- id: `sourcegraph`
- Company: Sourcegraph
- Website: https://sourcegraph.com
- Page: https://aisdlclandscape.org/tools/sourcegraph
- Kind: tool
- Layer: Not published
- Primary phase: understand
- Phases: understand, maintain, review
- Segment: multi-phase
- Claim (vendor's words): "Code understanding, oversight and evolution: gives humans and agents complete context across the largest, most complex codebases."
- Sub-kind: Not published
- Target buyer: eng leader, platform team
- Interface: web, cli, api, mcp
- Autonomy: Not published
- Customers: Reddit, Yelp, Indeed, Lyft, Workiva
- Traction: Workiva cut time for large-scale code changes by 80% with Batch Changes (company claim)
- Go-to-market partners: AWS Marketplace, Google Cloud Marketplace, value-added resellers and systems integrators
- Pricing model: seat plus AI credits
- Entry price: Not published
- Deployment: single-tenant cloud, self-hosted
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II, ISO 27001
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Claude Code (`claude-code`): https://sourcegraph.com/partners https://sourcegraph.com/pricing
- Integrates with Cursor (`cursor`): https://sourcegraph.com/partners https://sourcegraph.com/pricing
- Integrates with Codex (`openai-codex`): https://sourcegraph.com/partners https://sourcegraph.com/pricing

Sources:

- gtm_partners: https://sourcegraph.com/partners (tier A, read 2026-10-21)
- summary: https://sourcegraph.com/ (tier A, read 2026-10-21)
- customers: https://sourcegraph.com/case-studies (tier A, read 2026-09-04)
- traction: https://sourcegraph.com/case-studies (tier A, read 2026-09-04)
- pricing_model: https://sourcegraph.com/pricing (tier A, read 2026-10-21)
- pricing_model: https://sourcegraph.com/docs/pricing/faqs (tier A, read 2026-09-04)
- compliance: https://sourcegraph.com/ (tier A, read 2026-10-21)
- deployment: https://sourcegraph.com/pricing (tier A, read 2026-10-21)
- relations: https://sourcegraph.com/pricing (tier A, read 2026-10-21)

## Spinal

- id: `spinal`
- Company: Spinal
- Website: https://spinal.sh
- Page: https://aisdlclandscape.org/tools/spinal
- Kind: tool
- Layer: Not published
- Primary phase: understand
- Phases: understand
- Segment: point
- Claim (vendor's words): "Makes sense of any codebase: anticipates what you will reach for next and surfaces the signals that deserve your attention."
- Sub-kind: Not published
- Target buyer: developer
- Interface: web
- Autonomy: Not published
- Customers: Not published
- Traction: First search results in under 20 ms on the Linux kernel's 1.48M commits (company claim)
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://spinal.sh (tier A, read 2026-10-21)
- traction: https://spinal.sh (tier A, read 2026-10-21)

## Swimm

- id: `swimm`
- Company: Swimm
- Website: https://swimm.io
- Page: https://aisdlclandscape.org/tools/swimm
- Kind: tool
- Layer: Not published
- Primary phase: understand
- Phases: understand, maintain
- Segment: multi-phase
- Claim (vendor's words): "Agentic modernization, delivered: static analysis and AI map legacy applications so modernization is accurate, complete and on time."
- Sub-kind: Not published
- Target buyer: cio, architect
- Interface: web, ide
- Autonomy: Not published
- Customers: RVO Health, Fulfilld, StackAdapt, Quadric
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: saas, on-prem, air-gapped
- Models: customer-managed LLMs
- Open source: Not published
- Compliance: SOC 2, ISO 27001
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://swimm.io/ (tier A, read 2026-10-21)
- customers: https://swimm.io/case-studies/how-rvo-health-unified-documentation-with-swimm-and-backstage (tier A, read 2026-10-21)
- customers: https://swimm.io/case-studies/how-devs-at-fulfilld-save-5-hours-weekly-with-swimm (tier A, read 2026-10-21)
- customers: https://swimm.io/case-studies/stackadapt-reports-development-productivity-boost (tier A, read 2026-10-21)
- customers: https://swimm.io/case-studies/how-quadric-saves-3-hours-weekly-per-dev-with-swimm (tier A, read 2026-10-21)
- compliance: https://swimm.io/ (tier A, read 2026-10-21)
- deployment: https://swimm.io/ (tier A, read 2026-10-21)
- models: https://swimm.io/ (tier A, read 2026-10-21)

## Unblocked

- id: `unblocked`
- Company: Unblocked
- Website: https://getunblocked.com
- Page: https://aisdlclandscape.org/tools/unblocked
- Kind: tool
- Layer: Not published
- Primary phase: understand
- Phases: understand, review
- Segment: multi-phase
- Claim (vendor's words): "Context for agentic software development: trusted context across code, conversations, issues, docs and production systems."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: slack, ide, web, mcp
- Autonomy: Not published
- Customers: Codat, Compare the Market, Cribl
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: seat
- Entry price: $29/user/month annual
- Deployment: saas, on-prem
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with Glean (`glean`): https://getunblocked.com/compare/unblocked-vs-glean/

Sources:

- summary: https://getunblocked.com/ (tier A, read 2026-10-05)
- customers: https://getunblocked.com/customers/ (tier A, read 2026-10-21)
- customers: https://getunblocked.com/customers/codat/ (tier A, read 2026-09-04)
- customers: https://getunblocked.com/customers/compare-the-market/ (tier A, read 2026-09-04)
- customers: https://getunblocked.com/customers/cribl/ (tier A, read 2026-09-04)
- pricing_model: https://getunblocked.com/pricing/ (tier A, read 2026-10-21)
- entry_price: https://getunblocked.com/pricing/ (tier A, read 2026-10-21)
- compliance: https://getunblocked.com/ (tier A, read 2026-10-05)
- deployment: https://getunblocked.com/pricing/ (tier A, read 2026-10-21)
- relations: https://getunblocked.com/compare/unblocked-vs-glean/ (tier A, read 2026-09-04)

## DX

- id: `dx`
- Company: Atlassian
- Website: https://getdx.com
- Page: https://aisdlclandscape.org/tools/dx
- Kind: tool
- Layer: Not published
- Primary phase: measure
- Phases: measure
- Segment: point
- Claim (vendor's words): "Developer intelligence platform designed by researchers to measure productivity, improve with data and navigate the shift to AI."
- Sub-kind: Not published
- Target buyer: eng leader, cto
- Interface: web
- Autonomy: Not published
- Customers: Vanguard, DroneDeploy, Amplitude, Pinterest, Dropbox
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: acquired (by Atlassian, Sept 2025)
- Last verified: 2026-10-21

Relations:

- Acquired by Atlassian (`atlassian`): https://techcrunch.com/2025/09/18/atlassian-acquires-dx-a-developer-productivity-platform-for-1b/ https://siliconangle.com/2025/09/18/atlassian-acquires-developer-productivity-startup-dx-1b/

Sources:

- summary: https://getdx.com (tier A, read 2026-10-21)
- customers: https://getdx.com/customers/ (tier A, read 2026-10-21)
- customers: https://getdx.com/compare-dx/ (tier A, read 2026-10-21)
- status: https://techcrunch.com/2025/09/18/atlassian-acquires-dx-a-developer-productivity-platform-for-1b/ (tier B, read 2026-10-21)
- status: https://siliconangle.com/2025/09/18/atlassian-acquires-developer-productivity-startup-dx-1b/ (tier B, read 2026-10-21)
- relations: https://techcrunch.com/2025/09/18/atlassian-acquires-dx-a-developer-productivity-platform-for-1b/ (tier B, read 2026-10-21)

## Faros

- id: `faros`
- Company: Faros AI
- Website: https://www.faros.ai
- Page: https://aisdlclandscape.org/tools/faros
- Kind: tool
- Layer: Not published
- Primary phase: measure
- Phases: measure
- Segment: point
- Claim (vendor's words): "The token engineering platform: token intelligence, optimisation and governance across all your AI coding tools, tied to outcomes."
- Sub-kind: Not published
- Target buyer: eng leader, cto
- Interface: web
- Autonomy: Not published
- Customers: Vimeo, Riskified, Autodesk, Discord, Coursera, Ironclad
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: saas, on-prem
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II, ISO 27001, GDPR
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with DX (`dx`): https://www.faros.ai/compare/faros-vs-dx https://www.faros.ai
- Integrates with Claude Code (`claude-code`): https://www.faros.ai/compare/faros-vs-dx https://www.faros.ai
- Integrates with Codex (`openai-codex`): https://www.faros.ai/compare/faros-vs-dx https://www.faros.ai
- Integrates with Jira (`jira`): https://www.faros.ai/compare/faros-vs-dx https://www.faros.ai
- Integrates with GitHub (`github`): https://www.faros.ai/compare/faros-vs-dx https://www.faros.ai

Sources:

- summary: https://www.faros.ai (tier A, read 2026-10-21)
- summary: https://www.faros.ai/platform (tier A, read 2026-10-21)
- customers: https://www.faros.ai/blog/customer-stories-vimeo (tier A, read 2026-10-21)
- customers: https://www.faros.ai/blog/customer-stories-riskified (tier A, read 2026-10-21)
- customers: https://www.faros.ai (tier A, read 2026-10-21)
- compliance: https://www.faros.ai (tier A, read 2026-10-21)
- deployment: https://www.faros.ai/compare/faros-vs-dx (tier A, read 2026-10-21)
- relations: https://www.faros.ai/compare/faros-vs-dx (tier A, read 2026-10-21)
- relations: https://www.faros.ai (tier A, read 2026-10-21)

## Jellyfish

- id: `jellyfish`
- Company: Jellyfish
- Website: https://jellyfish.co
- Page: https://aisdlclandscape.org/tools/jellyfish
- Kind: tool
- Layer: Not published
- Primary phase: measure
- Phases: measure
- Segment: point
- Claim (vendor's words): "The intelligence platform for AI-integrated engineering: helps R&D teams understand impact, adopt AI and align work to the business."
- Sub-kind: Not published
- Target buyer: eng leader, cto
- Interface: web
- Autonomy: Not published
- Customers: Ada, Perk, Box
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: quote
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 1 Type II, SOC 2 Type II, GDPR, CCPA, CSA STAR
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $71M Series C, led by Accel, Insight Partners and Tiger Global (2022)
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://jellyfish.co/ (tier A, read 2026-10-21)
- customers: https://jellyfish.co/case-studies/ada/ (tier A, read 2026-10-21)
- customers: https://jellyfish.co/case-studies/perk/ (tier A, read 2026-10-21)
- customers: https://jellyfish.co/ (tier A, read 2026-10-21)
- pricing_model: https://jellyfish.co/pricing/ (tier A, read 2026-10-21)
- compliance: https://jellyfish.co/ (tier A, read 2026-10-21)
- last_round: https://jellyfish.co/newsroom/jellyfish-raises-71-million-series-c-funding-led-by-accel-insight-partners-and-tiger-global/ (tier A, read 2026-10-21)
- last_round: https://techcrunch.com/2022/02/01/jellyfish-aims-to-do-for-engineering-what-salesforce-did-for-sales/ (tier B, read 2026-10-21)

## LinearB

- id: `linearb`
- Company: LinearB
- Website: https://linearb.io
- Page: https://aisdlclandscape.org/tools/linearb
- Kind: tool
- Layer: Not published
- Primary phase: measure
- Phases: measure, review
- Segment: multi-phase
- Claim (vendor's words): "Helps engineering leaders prove AI improves throughput without losing delivery confidence, with automations for agents, teams and managers."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: web, pr-bot
- Autonomy: Not published
- Customers: SurveyMonkey, Syngenta, INGKA, Expedia, Peloton, Equinix, Norwegian Cruise Line
- Traction: Cycle time down 19% on average in the first year (company claim)
- Go-to-market partners: AWS Marketplace
- Pricing model: quote (45-day free trial)
- Entry price: Not published
- Deployment: saas, on-prem agent
- Models: Not published
- Open source: Not published
- Compliance: SOC 1 Type II, SOC 2 Type II
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $50M Series B
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with DX (`dx`): https://linearb.io/pricing https://linearb.io/compare/dx-vs-linearb
- Competes with Waydev (`waydev`): https://linearb.io/pricing https://linearb.io/compare/dx-vs-linearb
- Competes with Harness (`harness`): https://linearb.io/pricing https://linearb.io/compare/dx-vs-linearb
- Integrates with GitHub (`github`): https://linearb.io/pricing https://linearb.io/compare/dx-vs-linearb
- Integrates with GitLab (`gitlab`): https://linearb.io/pricing https://linearb.io/compare/dx-vs-linearb
- Integrates with Bitbucket (`bitbucket`): https://linearb.io/pricing https://linearb.io/compare/dx-vs-linearb

Sources:

- gtm_partners: https://linearb.io/pricing (tier A, read 2026-10-21)
- summary: https://linearb.io/ (tier A, read 2026-10-21)
- customers: https://linearb.io/ (tier A, read 2026-10-21)
- traction: https://linearb.io/ (tier A, read 2026-10-21)
- pricing_model: https://linearb.io/pricing (tier A, read 2026-10-21)
- compliance: https://linearb.io/ (tier A, read 2026-10-21)
- deployment: https://linearb.io/ (tier A, read 2026-10-21)
- relations: https://linearb.io/compare/dx-vs-linearb (tier A, read 2026-10-21)
- relations: https://linearb.io/compare/waydev-vs-linearb (tier A, read 2026-10-21)
- relations: https://linearb.io/compare/harness-vs-linearb (tier A, read 2026-10-21)
- relations: https://linearb.io/ (tier A, read 2026-10-21)
- last_round: https://www.calcalistech.com/ctechnews/article/skrsvntr9 (tier B, read 2026-10-21)

## Span

- id: `span`
- Company: Span
- Website: https://www.span.app
- Page: https://aisdlclandscape.org/tools/span
- Kind: tool
- Layer: Not published
- Primary phase: measure
- Phases: measure
- Segment: point
- Claim (vendor's words): "AI-native engineering intelligence that links agent traces to code and PRs, with AI impact reporting and the Src agent."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: web
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: per contributor
- Entry price: Not published
- Deployment: saas, single-tenant (your cloud)
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II, GDPR
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with DX (`dx`): https://www.span.app/compare/getdx https://www.span.app/compare/faros
- Competes with Faros (`faros`): https://www.span.app/compare/getdx https://www.span.app/compare/faros
- Competes with LinearB (`linearb`): https://www.span.app/compare/getdx https://www.span.app/compare/faros
- Competes with Swarmia (`swarmia`): https://www.span.app/compare/getdx https://www.span.app/compare/faros

Sources:

- summary: https://www.span.app/ (tier A, read 2026-10-21)
- summary: https://www.span.app/pricing (tier A, read 2026-10-21)
- pricing_model: https://www.span.app/pricing (tier A, read 2026-10-21)
- compliance: https://www.span.app/ (tier A, read 2026-10-21)
- deployment: https://www.span.app/ (tier A, read 2026-10-21)
- relations: https://www.span.app/compare/getdx (tier A, read 2026-10-21)
- relations: https://www.span.app/compare/faros (tier A, read 2026-10-21)
- relations: https://www.span.app/compare/linearb (tier A, read 2026-10-21)
- relations: https://www.span.app/compare/swarmia (tier A, read 2026-10-21)

## Swarmia

- id: `swarmia`
- Company: Swarmia
- Website: https://www.swarmia.com
- Page: https://aisdlclandscape.org/tools/swarmia
- Kind: tool
- Layer: Not published
- Primary phase: measure
- Phases: measure
- Segment: point
- Claim (vendor's words): "Engineering intelligence you can trust: shows why teams using the same AI tools get very different results."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: web, slack
- Autonomy: Not published
- Customers: Matillion, Engine, TrueLayer, Miro, Smartly, Blinkist, Planning Center
- Traction: Not published
- Go-to-market partners: GitHub Marketplace, Swarmia partner program
- Pricing model: seat (free trial)
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $11M Series A
- Status: Not published
- Last verified: 2026-10-21

Sources:

- gtm_partners: https://www.swarmia.com/pricing (tier A, read 2026-10-21)
- summary: https://www.swarmia.com (tier A, read 2026-10-21)
- customers: https://www.swarmia.com (tier A, read 2026-10-21)
- customers: https://www.swarmia.com/customers (tier A, read 2026-10-21)
- pricing_model: https://www.swarmia.com/pricing (tier A, read 2026-10-21)
- last_round: https://www.swarmia.com/blog/series-a-funding/ (tier A, read 2026-10-21)

## Waydev

- id: `waydev`
- Company: Waydev
- Website: https://waydev.co
- Page: https://aisdlclandscape.org/tools/waydev
- Kind: tool
- Layer: Not published
- Primary phase: measure
- Phases: measure
- Segment: point
- Claim (vendor's words): "AI-native engineering intelligence for AI ROI, DORA, SPACE and DX; AI measures, flags what matters and turns it into goals."
- Sub-kind: Not published
- Target buyer: eng leader
- Interface: web
- Autonomy: Not published
- Customers: Carrier, AON, BlueCross BlueShield, Sovos
- Traction: 300+ companies (company claim)
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: saas, self-hosted, on-prem
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II, SOC 3
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with Harness (`harness`): https://waydev.co/competitors/alternatives-to-harness-an-in-depth-comparative-analysis/

Sources:

- summary: https://waydev.co/ (tier A, read 2026-10-21)
- customers: https://waydev.co/ (tier A, read 2026-10-21)
- traction: https://waydev.co/ (tier A, read 2026-10-21)
- compliance: https://waydev.co/ (tier A, read 2026-10-21)
- deployment: https://waydev.co/pricing/ (tier A, read 2026-10-21)
- deployment: https://waydev.co/competitors/alternatives-to-harness-an-in-depth-comparative-analysis/ (tier A, read 2026-10-21)
- relations: https://waydev.co/competitors/alternatives-to-harness-an-in-depth-comparative-analysis/ (tier A, read 2026-10-21)

## Cortex

- id: `cortex`
- Company: Cortex
- Website: https://www.cortex.io
- Page: https://aisdlclandscape.org/tools/cortex
- Kind: tool
- Layer: Not published
- Primary phase: platform
- Phases: platform, measure
- Segment: multi-phase
- Claim (vendor's words): "Mission control for the AI software factory: visibility, governance and golden paths for engineering teams."
- Sub-kind: Not published
- Target buyer: platform team, eng leader
- Interface: web
- Autonomy: Not published
- Customers: Xero, Skyscanner, Canva, Earnin
- Traction: Predicts repository ownership with over 90% accuracy (company claim)
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $60M Series C, led by Scale Venture Partners
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with Port (`port`): https://www.cortex.io/compare/cortex-vs-port https://www.cortex.io/compare/cortex-vs-opslevel
- Competes with OpsLevel (`opslevel`): https://www.cortex.io/compare/cortex-vs-port https://www.cortex.io/compare/cortex-vs-opslevel
- Competes with Backstage (CNCF) (`backstage`): https://www.cortex.io/compare/cortex-vs-port https://www.cortex.io/compare/cortex-vs-opslevel

Sources:

- summary: https://www.cortex.io (tier A, read 2026-10-05)
- customers: https://www.cortex.io (tier A, read 2026-10-05)
- customers: https://www.cortex.io/compare/cortex-vs-port (tier A, read 2026-09-16)
- traction: https://www.cortex.io (tier A, read 2026-10-05)
- relations: https://www.cortex.io/compare/cortex-vs-port (tier A, read 2026-09-16)
- relations: https://www.cortex.io/compare/cortex-vs-opslevel (tier A, read 2026-09-16)
- relations: https://www.cortex.io/compare/spotify-backstage-break-up (tier A, read 2026-09-04)
- last_round: https://www.cortex.io/post/announcing-series-c (tier A, read 2026-10-21)

## OpsLevel

- id: `opslevel`
- Company: OpsLevel
- Website: https://www.opslevel.com
- Page: https://aisdlclandscape.org/tools/opslevel
- Kind: tool
- Layer: Not published
- Primary phase: platform
- Phases: platform
- Segment: point
- Claim (vendor's words): "Internal developer portal that gives teams and their agents the same picture of what exists, what it does and who owns it."
- Sub-kind: Not published
- Target buyer: platform team
- Interface: web
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: quote
- Entry price: Not published
- Deployment: saas, self-hosted
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.opslevel.com (tier A, read 2026-10-21)
- pricing_model: https://www.opslevel.com/pricing (tier A, read 2026-10-21)
- compliance: https://www.opslevel.com/pricing (tier A, read 2026-10-21)
- deployment: https://www.opslevel.com/pricing (tier A, read 2026-10-21)

## Port

- id: `port`
- Company: Port
- Website: https://www.port.io
- Page: https://aisdlclandscape.org/tools/port
- Kind: tool
- Layer: Not published
- Primary phase: platform
- Phases: platform, measure, operate
- Segment: multi-phase
- Claim (vendor's words): "The agentic SDLC platform for building your own AI software factory, with context, agent management and governance."
- Sub-kind: Not published
- Target buyer: platform team
- Interface: web, mcp
- Autonomy: agent
- Customers: Not published
- Traction: Not published
- Go-to-market partners: consulting partners, including global systems integrators
- Pricing model: seat
- Entry price: Free; Basic from $30/seat/month annual
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: $100M Series C at an $800M valuation
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with OpsLevel (`opslevel`): https://www.port.io/partners https://www.port.io/compare/opslevel-vs-port
- Competes with Cortex (`cortex`): https://www.port.io/partners https://www.port.io/compare/opslevel-vs-port
- Competes with Backstage (CNCF) (`backstage`): https://www.port.io/partners https://www.port.io/compare/opslevel-vs-port

Sources:

- gtm_partners: https://www.port.io/partners (tier A, read 2026-10-21)
- summary: https://www.port.io (tier A, read 2026-10-21)
- pricing_model: https://www.port.io/pricing (tier A, read 2026-10-05)
- entry_price: https://www.port.io/pricing (tier A, read 2026-10-05)
- relations: https://www.port.io/compare/opslevel-vs-port (tier A, read 2026-10-21)
- relations: https://www.port.io/compare/cortex-vs-port (tier A, read 2026-10-05)
- relations: https://www.port.io/compare/backstage-vs-port (tier A, read 2026-10-21)
- last_round: https://www.port.io/blog/port-100m-series-c (tier A, read 2026-10-21)
- last_round: https://www.calcalistech.com/ctechnews/article/r1oppgdzzg (tier B, read 2026-10-21)

## Roadie

- id: `roadie`
- Company: Roadie
- Website: https://roadie.io
- Page: https://aisdlclandscape.org/tools/roadie
- Kind: tool
- Layer: Not published
- Primary phase: platform
- Phases: platform, understand
- Segment: multi-phase
- Claim (vendor's words): "Engineering context for AI agents: unifies services, docs and tribal knowledge into a Context Graph on a hosted Backstage portal."
- Sub-kind: Not published
- Target buyer: platform team
- Interface: web, mcp, cli
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: saas
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Ships inside Backstage (CNCF) (`backstage`): https://roadie.io/pricing
- Integrates with GitHub (`github`): https://roadie.io/pricing
- Integrates with GitLab (`gitlab`): https://roadie.io/pricing
- Integrates with Bitbucket (`bitbucket`): https://roadie.io/pricing
- Integrates with Azure DevOps (`azure-devops`): https://roadie.io/pricing

Sources:

- summary: https://roadie.io (tier A, read 2026-10-21)
- compliance: https://roadie.io/pricing (tier A, read 2026-10-21)
- deployment: https://roadie.io/pricing (tier A, read 2026-10-21)
- relations: https://roadie.io/pricing (tier A, read 2026-10-21)

## Amika

- id: `amika`
- Company: Amika
- Website: https://www.amika.dev
- Page: https://aisdlclandscape.org/tools/amika
- Kind: tool
- Layer: agent-infra
- Primary phase: Not published
- Phases: code
- Segment: point
- Claim (vendor's words): "Cloud devboxes for coding agents on computers you already own: isolated VMs sliced from your own machines."
- Sub-kind: Not published
- Target buyer: platform team
- Interface: cli, web
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: per active user plus hosted compute
- Entry price: Free for up to 3 people on your own machines
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.amika.dev (tier A, read 2026-10-21)
- pricing_model: https://www.amika.dev/pricing (tier A, read 2026-10-21)
- entry_price: https://www.amika.dev/pricing (tier A, read 2026-10-21)

## Anthropic (Claude)

- id: `anthropic`
- Company: Anthropic
- Website: https://www.anthropic.com
- Page: https://aisdlclandscape.org/tools/anthropic
- Kind: model
- Layer: model
- Primary phase: Not published
- Phases: Not published
- Segment: Not published
- Claim (vendor's words): "Builds Claude; Claude Opus 5.5 leads in agentic coding and knowledge work (company claim)."
- Sub-kind: Not published
- Target buyer: Not published
- Interface: Not published
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.anthropic.com (tier A, read 2026-10-21)

## Arize (AX, Phoenix)

- id: `arize`
- Company: Dynatrace
- Website: https://arize.com
- Page: https://aisdlclandscape.org/tools/arize
- Kind: tool
- Layer: agent-infra
- Primary phase: Not published
- Phases: test, operate
- Segment: multi-phase
- Claim (vendor's words): "Agent observability, evaluation and improvement platform; Phoenix is its open-source tracing and evaluation project."
- Sub-kind: Not published
- Target buyer: ai engineer
- Interface: web, api
- Autonomy: Not published
- Customers: Wayfair, PagerDuty, TripAdvisor
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: subscription
- Entry price: Free (AX Free)
- Deployment: Not published
- Models: Not published
- Open source: yes
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: acquired (by Dynatrace for $915M, closed 1 Oct 2026)
- Last verified: 2026-10-21

Relations:

- Acquired by Dynatrace (`dynatrace`): https://www.dynatrace.com/news/blog/dynatrace-completes-acquisition-of-arize/ https://www.dynatrace.com/news/press-release/dynatrace-to-acquire-arize/

Sources:

- summary: https://arize.com/ (tier A, read 2026-10-21)
- customers: https://arize.com/ (tier A, read 2026-10-21)
- open_source: https://arize.com/ (tier A, read 2026-10-21)
- open_source: https://www.dynatrace.com/news/blog/dynatrace-completes-acquisition-of-arize/ (tier C, read 2026-10-21)
- pricing_model: https://arize.com/pricing/ (tier A, read 2026-10-21)
- entry_price: https://arize.com/pricing/ (tier A, read 2026-10-21)
- status: https://www.dynatrace.com/news/blog/dynatrace-completes-acquisition-of-arize/ (tier C, read 2026-10-21)
- status: https://www.dynatrace.com/news/press-release/dynatrace-to-acquire-arize/ (tier C, read 2026-10-21)
- relations: https://www.dynatrace.com/news/blog/dynatrace-completes-acquisition-of-arize/ (tier C, read 2026-10-21)

## Coder

- id: `coder`
- Company: Coder
- Website: https://coder.com
- Page: https://aisdlclandscape.org/tools/coder
- Kind: tool
- Layer: agent-infra
- Primary phase: Not published
- Phases: code, platform
- Segment: multi-phase
- Claim (vendor's words): "Self-hosted enterprise infrastructure that gives developers a secure, governed environment to run AI coding agents at scale."
- Sub-kind: Not published
- Target buyer: platform team
- Interface: ide, web, cli
- Autonomy: Not published
- Customers: Square, Dropbox, Palantir, Mercedes, KKR, J.B. Hunt, Discord, UiA, EnBW
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: self-hosted
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Competes with Ona (formerly Gitpod) (`ona`): https://coder.com/solutions/workspaces/compare https://coder.com/solutions/agents/compare-cursor
- Competes with Cursor (`cursor`): https://coder.com/solutions/workspaces/compare https://coder.com/solutions/agents/compare-cursor

Sources:

- summary: https://coder.com/ (tier A, read 2026-10-21)
- customers: https://coder.com/ (tier A, read 2026-10-21)
- customers: https://coder.com/success-stories/uia (tier A, read 2026-10-21)
- customers: https://coder.com/success-stories/enbw (tier A, read 2026-10-21)
- deployment: https://coder.com/ (tier A, read 2026-10-21)
- relations: https://coder.com/solutions/workspaces/compare (tier A, read 2026-10-21)
- relations: https://coder.com/solutions/agents/compare-cursor (tier A, read 2026-10-21)

## Composio

- id: `composio`
- Company: Composio
- Website: https://composio.dev
- Page: https://aisdlclandscape.org/tools/composio
- Kind: tool
- Layer: agent-infra
- Primary phase: Not published
- Phases: code
- Segment: point
- Claim (vendor's words): "Gives the AI you already use the tools to act across 1,500+ apps: find information, update apps and finish the job."
- Sub-kind: Not published
- Target buyer: developer
- Interface: api, mcp
- Autonomy: Not published
- Customers: Glean, Jam, Amazon (Quick)
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: subscription plus tool calls
- Entry price: Free (Hobby); $29/month
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II, ISO 27001, HIPAA (BAA)
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://composio.dev/ (tier A, read 2026-10-21)
- customers: https://composio.dev/customers (tier A, read 2026-10-21)
- customers: https://composio.dev/customers/jam (tier A, read 2026-10-21)
- pricing_model: https://composio.dev/pricing (tier A, read 2026-10-21)
- entry_price: https://composio.dev/pricing (tier A, read 2026-10-21)
- compliance: https://composio.dev/pricing (tier A, read 2026-10-21)

## Context Engine

- id: `context-engine`
- Company: Context Engine
- Website: https://context-engine.app
- Page: https://aisdlclandscape.org/tools/context-engine
- Kind: tool
- Layer: agent-infra
- Primary phase: understand
- Phases: understand, code
- Segment: multi-phase
- Claim (vendor's words): "A headless IDE for coding agents: resolved types, real references and dependency APIs from the exact versions in use."
- Sub-kind: Not published
- Target buyer: developer
- Interface: mcp, cli
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-09-12

Sources:

- summary: https://context-engine.app (tier A, read 2026-09-12)

## Context7

- id: `context7`
- Company: Upstash
- Website: https://context7.com
- Page: https://aisdlclandscape.org/tools/context7
- Kind: tool
- Layer: agent-infra
- Primary phase: understand
- Phases: understand, code
- Segment: multi-phase
- Claim (vendor's words): "Up-to-date, version-specific library docs and code examples served into Claude, Codex, Cursor and other agents."
- Sub-kind: Not published
- Target buyer: developer
- Interface: mcp, api
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: usage (API calls) plus seat
- Entry price: Free (1,000 calls/month)
- Deployment: saas, self-hosted (enterprise)
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Claude Code (`claude-code`): https://context7.com
- Integrates with Codex (`openai-codex`): https://context7.com
- Integrates with Cursor (`cursor`): https://context7.com

Sources:

- summary: https://context7.com (tier A, read 2026-10-21)
- pricing_model: https://context7.com/plans (tier A, read 2026-10-21)
- entry_price: https://context7.com/plans (tier A, read 2026-10-21)
- deployment: https://context7.com/plans (tier A, read 2026-10-21)
- relations: https://context7.com (tier A, read 2026-10-21)

## Daytona

- id: `daytona`
- Company: Daytona
- Website: https://www.daytona.io
- Page: https://aisdlclandscape.org/tools/daytona
- Kind: tool
- Layer: agent-infra
- Primary phase: Not published
- Phases: code
- Segment: point
- Claim (vendor's words): "Secure, stateful infrastructure for running AI-generated code, with sandbox creation in under 90 ms (company claim)."
- Sub-kind: Not published
- Target buyer: developer, platform team
- Interface: api
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: usage (per vCPU and memory hour)
- Entry price: Not published
- Deployment: saas, byoc
- Models: Not published
- Open source: Not published
- Compliance: SOC 2, HIPAA, GDPR
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.daytona.io (tier A, read 2026-10-21)
- pricing_model: https://www.daytona.io (tier A, read 2026-10-21)
- compliance: https://www.daytona.io (tier A, read 2026-10-21)
- deployment: https://www.daytona.io (tier A, read 2026-10-21)

## DeepSeek

- id: `deepseek`
- Company: DeepSeek
- Website: https://www.deepseek.com
- Page: https://aisdlclandscape.org/tools/deepseek
- Kind: model
- Layer: model
- Primary phase: Not published
- Phases: Not published
- Segment: Not published
- Claim (vendor's words): "Open-source foundation models (DeepSeek-V4, R1) with a chat app and API."
- Sub-kind: Not published
- Target buyer: Not published
- Interface: Not published
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.deepseek.com (tier A, read 2026-10-21)

## E2B

- id: `e2b`
- Company: E2B
- Website: https://e2b.dev
- Page: https://aisdlclandscape.org/tools/e2b
- Kind: tool
- Layer: agent-infra
- Primary phase: Not published
- Phases: code, test
- Segment: multi-phase
- Claim (vendor's words): "The enterprise AI agent cloud: an isolated machine for every agent to run code, browse and use tools, in E2B's cloud or yours."
- Sub-kind: Not published
- Target buyer: developer, platform team
- Interface: api
- Autonomy: Not published
- Customers: ClickUp, Arena, Rogo, StackAI
- Traction: Over 2B sandboxes run (company claim)
- Go-to-market partners: Not published
- Pricing model: usage (per second) plus plan
- Entry price: Free (Hobby)
- Deployment: saas, byoc (AWS, GCP, Azure)
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II, HIPAA
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://e2b.dev/ (tier A, read 2026-10-21)
- customers: https://e2b.dev/customers (tier A, read 2026-10-21)
- customers: https://e2b.dev/customers/clickup (tier A, read 2026-10-21)
- customers: https://e2b.dev/customers/arena (tier A, read 2026-10-21)
- customers: https://e2b.dev/customers/rogo (tier A, read 2026-10-21)
- customers: https://e2b.dev/customers/stackai (tier A, read 2026-10-21)
- traction: https://e2b.dev/ (tier A, read 2026-10-21)
- pricing_model: https://e2b.dev/pricing (tier A, read 2026-10-21)
- entry_price: https://e2b.dev/pricing (tier A, read 2026-10-21)
- compliance: https://e2b.dev/ (tier A, read 2026-10-21)
- deployment: https://e2b.dev/ (tier A, read 2026-10-21)

## Google (Gemini)

- id: `google`
- Company: Google DeepMind
- Website: https://deepmind.google
- Page: https://aisdlclandscape.org/tools/google
- Kind: model
- Layer: model
- Primary phase: Not published
- Phases: Not published
- Segment: Not published
- Claim (vendor's words): "Researches and builds the Gemini family of models, including open models."
- Sub-kind: Not published
- Target buyer: Not published
- Interface: Not published
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://deepmind.google (tier A, read 2026-10-21)

## LangChain (LangSmith)

- id: `langchain`
- Company: LangChain
- Website: https://www.langchain.com
- Page: https://aisdlclandscape.org/tools/langchain
- Kind: tool
- Layer: agent-infra
- Primary phase: Not published
- Phases: test, operate
- Segment: multi-phase
- Claim (vendor's words): "The open agent platform to own your intelligence: build, govern, observe and deploy agents with LangSmith."
- Sub-kind: Not published
- Target buyer: developer, ml team
- Interface: api, web
- Autonomy: Not published
- Customers: Jimdo, Acxiom, Infor
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: seat plus traces
- Entry price: Free (1 seat, 5K traces/month)
- Deployment: Not published
- Models: Not published
- Open source: yes
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.langchain.com (tier A, read 2026-10-21)
- customers: https://www.langchain.com/blog/customers-jimdo (tier A, read 2026-10-21)
- customers: https://www.langchain.com/blog/customers-acxiom (tier A, read 2026-10-21)
- customers: https://www.langchain.com/blog/customers-infor (tier A, read 2026-10-21)
- open_source: https://www.langchain.com (tier A, read 2026-10-21)
- pricing_model: https://www.langchain.com/pricing (tier A, read 2026-10-21)
- entry_price: https://www.langchain.com/pricing (tier A, read 2026-10-21)

## Mistral AI

- id: `mistral`
- Company: Mistral AI
- Website: https://mistral.ai
- Page: https://aisdlclandscape.org/tools/mistral
- Kind: model
- Layer: model
- Primary phase: Not published
- Phases: Not published
- Segment: Not published
- Claim (vendor's words): "Frontier open-weight models you own and control: customise with Forge, deploy with Studio, run on-prem or in your VPC."
- Sub-kind: Not published
- Target buyer: Not published
- Interface: Not published
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://mistral.ai (tier A, read 2026-10-21)

## Modal

- id: `modal`
- Company: Modal Labs
- Website: https://modal.com
- Page: https://aisdlclandscape.org/tools/modal
- Kind: tool
- Layer: agent-infra
- Primary phase: Not published
- Phases: deploy
- Segment: point
- Claim (vendor's words): "Cloud infrastructure for teams that develop, train and serve AI applications at scale, including sandboxes for agent code."
- Sub-kind: Not published
- Target buyer: developer, ml team
- Interface: api, cli
- Autonomy: Not published
- Customers: Runway
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: usage plus plan
- Entry price: $30/month free compute
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: SOC 2, HIPAA
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://modal.com/ (tier A, read 2026-10-21)
- customers: https://modal.com/customers (tier A, read 2026-10-21)
- pricing_model: https://modal.com/pricing (tier A, read 2026-10-21)
- entry_price: https://modal.com/ (tier A, read 2026-10-21)
- compliance: https://modal.com/ (tier A, read 2026-10-21)

## Moonshot AI (Kimi)

- id: `moonshot`
- Company: Moonshot AI
- Website: https://www.moonshot.ai
- Page: https://aisdlclandscape.org/tools/moonshot
- Kind: model
- Layer: model
- Primary phase: Not published
- Phases: Not published
- Segment: Not published
- Claim (vendor's words): "Builds the open Kimi models; Kimi K3 has 2.8T parameters (company claim)."
- Sub-kind: Not published
- Target buyer: Not published
- Interface: Not published
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.moonshot.ai (tier A, read 2026-10-21)

## Morph

- id: `morph`
- Company: Morph
- Website: https://www.morphllm.com
- Page: https://aisdlclandscape.org/tools/morph
- Kind: tool
- Layer: agent-infra
- Primary phase: Not published
- Phases: code
- Segment: point
- Claim (vendor's words): "Inference built for coding agents: long-context models on tuned kernels, fast apply, and classifiers that catch failures traces miss."
- Sub-kind: Not published
- Target buyer: developer
- Interface: api
- Autonomy: Not published
- Customers: Binance, Zo Computer
- Traction: 100+ production agents (company claim)
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://www.morphllm.com (tier A, read 2026-10-21)
- customers: https://www.morphllm.com (tier A, read 2026-10-21)
- traction: https://www.morphllm.com (tier A, read 2026-10-21)

## OpenAI (GPT, Codex)

- id: `openai`
- Company: OpenAI
- Website: https://openai.com
- Page: https://aisdlclandscape.org/tools/openai
- Kind: model
- Layer: model
- Primary phase: Not published
- Phases: Not published
- Segment: Not published
- Claim (vendor's words): "Model and platform provider; its developer platform offers the API and Codex for automating engineering tasks."
- Sub-kind: Not published
- Target buyer: Not published
- Interface: Not published
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://developers.openai.com (tier A, read 2026-10-21)

## Parallax

- id: `parallax`
- Company: Conifer
- Website: https://www.conifer.build/parallax
- Page: https://aisdlclandscape.org/tools/parallax
- Kind: tool
- Layer: agent-infra
- Primary phase: Not published
- Phases: code
- Segment: point
- Claim (vendor's words): "Runs Claude Code, Codex, Cursor and your other coding agents side by side on your Mac, with a Captain that keeps them aligned."
- Sub-kind: Not published
- Target buyer: developer
- Interface: desktop
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: subscription
- Entry price: From $5/month
- Deployment: Not published
- Models: DeepSeek, GLM (unlimited)
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Relations:

- Integrates with Claude Code (`claude-code`): https://www.conifer.build/parallax https://www.conifer.build/parallax
- Integrates with Codex (`openai-codex`): https://www.conifer.build/parallax https://www.conifer.build/parallax
- Integrates with Cursor (`cursor`): https://www.conifer.build/parallax https://www.conifer.build/parallax

Sources:

- summary: https://www.conifer.build/parallax (tier A, read 2026-10-21)
- pricing_model: https://www.conifer.build/parallax (tier A, read 2026-10-21)
- entry_price: https://www.conifer.build/parallax (tier A, read 2026-10-21)
- models: https://www.conifer.build/parallax (tier A, read 2026-10-21)
- relations: https://www.conifer.build/parallax (tier A, read 2026-10-21)

## Qwen

- id: `alibaba-qwen`
- Company: Alibaba
- Website: https://qwen.ai
- Page: https://aisdlclandscape.org/tools/alibaba-qwen
- Kind: model
- Layer: model
- Primary phase: Not published
- Phases: Not published
- Segment: Not published
- Claim (vendor's words): "Qwen model family spanning chat, image and video understanding, document processing and tool use."
- Sub-kind: Not published
- Target buyer: Not published
- Interface: Not published
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://qwen.ai (tier A, read 2026-10-21)

## Runloop

- id: `runloop`
- Company: Runloop
- Website: https://runloop.ai
- Page: https://aisdlclandscape.org/tools/runloop
- Kind: tool
- Layer: agent-infra
- Primary phase: Not published
- Phases: code, test
- Segment: multi-phase
- Claim (vendor's words): "Launch AI agents on secure code sandboxes, refine them with evaluations and run them on infrastructure built for enterprise scale."
- Sub-kind: Not published
- Target buyer: platform team
- Interface: api
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: usage plus plan
- Entry price: $50 in starting credits; Basic plan free with usage billing
- Deployment: saas, vpc
- Models: Not published
- Open source: Not published
- Compliance: SOC 2 Type II
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://runloop.ai (tier A, read 2026-10-21)
- pricing_model: https://runloop.ai/pricing (tier A, read 2026-10-21)
- entry_price: https://runloop.ai/pricing (tier A, read 2026-10-21)
- compliance: https://runloop.ai/pricing (tier A, read 2026-10-21)
- deployment: https://runloop.ai (tier A, read 2026-10-21)

## xAI (Grok)

- id: `xai`
- Company: SpaceX (SpaceXSI)
- Website: https://x.ai
- Page: https://aisdlclandscape.org/tools/xai
- Kind: model
- Layer: model
- Primary phase: Not published
- Phases: Not published
- Segment: Not published
- Claim (vendor's words): "Builds Grok frontier models for reasoning, voice and images, sold through the Grok API."
- Sub-kind: Not published
- Target buyer: Not published
- Interface: Not published
- Autonomy: Not published
- Customers: Not published
- Traction: Not published
- Go-to-market partners: Not published
- Pricing model: Not published
- Entry price: Not published
- Deployment: Not published
- Models: Not published
- Open source: Not published
- Compliance: Not published
- Founded: Not published
- Headquarters: Not published
- Headcount: Not published
- Funding total: Not published
- Last round: Not published
- Status: Not published
- Last verified: 2026-10-21

Sources:

- summary: https://x.ai (tier A, read 2026-10-21)