# Test and QA: AI tools > From the AI SDLC Landscape (https://aisdlclandscape.org/phases/test). CC-BY-4.0. Data as of 2026-10-26. Generating, running and healing tests; end-to-end and unit. 17 tools list this as the main phase, and 21 more tools cover it. ## Main phase - [Applitools](https://aisdlclandscape.org/tools/applitools.md) (Applitools): "AI-powered end-to-end testing platform combining Visual AI with GenAI and no-code test authoring." - [Autify (Aximo)](https://aisdlclandscape.org/tools/autify.md) (Autify): "AI platform for software testing: AI-powered quality engineering for web and mobile apps." - [BrowserStack](https://aisdlclandscape.org/tools/browserstack.md) (BrowserStack): "App and cross-browser testing on 3,500+ browsers and real devices, with 20+ AI agents from test planning onward." - [Diffblue Testing Agent](https://aisdlclandscape.org/tools/diffblue.md) (Diffblue): "AI testing agent that generates, verifies and fixes unit tests autonomously across enterprise Java codebases, legacy versions included." - [Functionize](https://aisdlclandscape.org/tools/functionize.md) (Functionize): "The quality layer for AI-written code: builds, runs and maintains tests against your live application." - [Katalon True Platform](https://aisdlclandscape.org/tools/katalon.md) (Katalon): "End-to-end AI testing platform for QA teams: manage and run manual, automated and AI-generated tests in one place." - [Keploy](https://aisdlclandscape.org/tools/keploy.md) (Keploy): "AI code verification with production-traffic digital twins: real API traffic, mocks and dependencies replayed as tests." - [mabl](https://aisdlclandscape.org/tools/mabl.md) (mabl): "Agentic testing platform that helps software teams accelerate releases and ensure quality." - [Meticulous](https://aisdlclandscape.org/tools/meticulous.md) (Meticulous): "Auto-generates and auto-maintains visual frontend browser tests, without anyone writing tests." - [Momentic](https://aisdlclandscape.org/tools/momentic.md) (Momentic): "Mo is an AI QA engineer that bug-bashes your app, with plain-English tests and repro steps and evidence for every bug." - [QA Wolf](https://aisdlclandscape.org/tools/qa-wolf.md) (QA Wolf): "AI testing platform that autonomously maps, writes and runs flake-free end-to-end tests for web and mobile." - [Ranger](https://aisdlclandscape.org/tools/ranger.md) (Ranger): "QA for AI-generated code: a seamless testing experience so teams keep shipping without testing roadblocks." - [TestDriver](https://aisdlclandscape.org/tools/testdriver.md) (TestDriver): "Tag @testdriverai in any GitHub repo and it writes UI tests and catches regressions before they merge." - [TestMu AI (formerly LambdaTest)](https://aisdlclandscape.org/tools/testmu.md) (TestMu AI): "Agentic QA for web, mobile, chat, voice, IVR and AI agents, with a real-device cloud." - [testRigor](https://aisdlclandscape.org/tools/testrigor.md) (testRigor): "AI-based test automation: end-to-end tests written in plain English, with 99.5% less test maintenance (company claim)." - [TestSprite](https://aisdlclandscape.org/tools/testsprite.md) (TestSprite): "Agentic testing tool that writes end-to-end tests and checks whether a code change broke what worked." - [Tricentis (Tosca, Testim, agents)](https://aisdlclandscape.org/tools/tricentis.md) (Tricentis): "AI-powered automated testing: quality and testing agents for large enterprises, run through a central control plane; owns Testim and Tabnine." ## Also covers this phase - [8090 Software Factory](https://aisdlclandscape.org/tools/8090.md) (8090): "The AI-native software development platform that keeps business leaders in the driver's seat, from spec to deploy." - [Augment Code (Cosmos)](https://aisdlclandscape.org/tools/augment-code.md) (Augment Code; Cosmos, Auggie and the Context Engine now owned by Harness): "Agentic software development at organisational scale: Cosmos runs an always-on software factory on a code Context Engine." - [Builder.io (Fusion)](https://aisdlclandscape.org/tools/builder-io.md) (Builder.io): "One codebase for engineers, designers, PMs and marketers, who build together with AI agents on real production code." - [CircleCI](https://aisdlclandscape.org/tools/circleci.md) (CircleCI): "Autonomous validation for the AI era: validate, test and ship every change at AI speed, including prompts, models and agents." - [Claude Code](https://aisdlclandscape.org/tools/claude-code.md) (Anthropic): "Anthropic's agentic coding tool: understands your codebase, edits files, runs commands and turns issues into pull requests." - [Datadog (Bits AI)](https://aisdlclandscape.org/tools/datadog-bits.md) (Datadog): "Cloud monitoring and security platform; Bits AI runs incident tasks, writes postmortems and, as Bits AI Dev Agent, suggests tests for uncovered code." - [Devin](https://aisdlclandscape.org/tools/cognition-devin.md) (Cognition): "Devin, the first autonomous software engineer, plans, writes, tests and ships production code inside your existing workflows." - [Factory (Droids)](https://aisdlclandscape.org/tools/factory.md) (Factory): "Factory Droids automate coding, testing and deployment for startups and enterprises; also ships code review and a living AutoWiki per repository." - [GitHub Copilot](https://aisdlclandscape.org/tools/github-copilot.md) (GitHub (Microsoft)): "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." - [Google Antigravity](https://aisdlclandscape.org/tools/google-antigravity.md) (Google): "The next-generation agent platform: an agent-first IDE and CLI built on Gemini; replaced Gemini CLI for unpaid users on 18 June 2026." - [Harness](https://aisdlclandscape.org/tools/harness.md) (Harness): "The Autonomous SDLC Platform: agents for your software factory across CI, CD, testing, security and runtime protection." - [IBM Bob (formerly watsonx Code Assistant)](https://aisdlclandscape.org/tools/ibm-wca.md) (IBM): "IBM Bob, an AI coding agent that accelerates delivery and application modernization across complex enterprise codebases." - [Junie](https://aisdlclandscape.org/tools/jetbrains-junie.md) (JetBrains): "JetBrains' AI coding agent, run from the IDE or the terminal with any model you choose." - [Kiro](https://aisdlclandscape.org/tools/kiro.md) (Amazon Web Services): "Turn prompts into executable specs, validate code correctness and build across large codebases with parallel agents." - [Mechanical Orchard (Imogen)](https://aisdlclandscape.org/tools/mechanical-orchard.md) (Mechanical Orchard): "Imogen rewrites legacy mainframe systems into modern, cloud-ready code and verifies that outputs match, without breaking what runs today." - [Mistral Vibe](https://aisdlclandscape.org/tools/mistral-code.md) (Mistral AI): "Agentic coding that understands your entire codebase: build, test and modernize autonomously from terminal or IDE." - [Potpie](https://aisdlclandscape.org/tools/potpie.md) (Potpie): "AI-native SDLC automation: maps how your systems work into a living context graph and runs agents on it inside your VPC." - [Qodo](https://aisdlclandscape.org/tools/qodo.md) (Qodo): "AI code review with deep codebase context: high-precision review on every change and enforceable standards, with 15+ agentic workflows." - [Refact.ai](https://aisdlclandscape.org/tools/refact.md) (Refact.ai): "AI agent for coding that automates coding, debugging and testing with full context; open source and self-hostable." - [SpecStory (RunStory)](https://aisdlclandscape.org/tools/specstory.md) (SpecStory): "Saves the conversations behind your code; its RunStory product tests software and sends defects back to the coding agent." - [Tabnine](https://aisdlclandscape.org/tools/tabnine.md) (Tricentis): "One of the earliest AI coding assistants, now part of Tricentis's Agentic Quality Engineering Platform." Claims are each vendor's own words. Every fact on a tool's page links to its source.