Lightrun — GenAI Runtime Debugging
AI-powered autonomous debugger to detect, analyze, and remediate runtime issues in production.
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Virtuoso — Intelligent Testing
NLP-driven, self-healing enterprise test automation for faster, scalable QA.
Functionize — AI-Native Testing
Specialized AI agents for resilient authoring and maintenance-free functional testing.
testRigor — Plain-English Tests
Generative-AI engine to create stable, English-written E2E tests with low maintenance.
Testsigma — GenAI Test Automation
Unified no-code platform with AI agents and a copilot to generate, run, and analyze tests.
CloudBees Smart Tests
AI-powered test selection, triage, and flaky-test insights to cut execution time and toil.
Diffblue Cover — Java Unit Test Generation
Autonomous AI that writes Java unit tests at scale and integrates into CI pipelines.
Snyk Code — DeepCode AI / Agent Fix
Real-time SAST with AI autofix and IDE/PR integration to secure and repair code quickly.
Sonar — AI CodeFix
LLM-powered fix recommendations for issues detected by SonarQube/SonarCloud.
GitHub Copilot — Code Scanning Autofix
AI-generated fix suggestions for CodeQL alerts to remediate vulnerabilities faster in PRs.
Amazon CodeGuru Reviewer
ML-powered code reviews that detect defects, concurrency issues, and API misuse in Java/Python.
mabl — AI-Native Test Automation
Agentic tester for end-to-end quality across web, mobile and APIs; low-code authoring with self-healing.
LambdaTest — AI-Native Test Intelligence
AI analytics for flaky tests, RCA, and optimized execution atop a scalable cloud testing grid.
Katalon Platform — AI-Augmented Testing
All-in-one testing with AI assistance, self-healing, and natural-language generation of test cases.
Perforce Perfecto AI
Agentic, scriptless test creation and AI-driven defect analysis for web and mobile at enterprise scale.