Codex 0.145.0 Safety Lab for QA Teams
QASkills adds a Codex 0.145.0 safety lab for QA teams to review AI-generated tests for security, determinism, maintainability, and hidden assumptions.
QASkills adds a Codex 0.145.0 safety lab for QA teams to review AI-generated tests for security, determinism, maintainability, and hidden assumptions.
Introduction: The QA Career Landscape Has Fundamentally Changed The QA career path in 2026 looks nothing like it did five years ago. In 2021, a manual tester with strong domain knowledge and solid bug reporting skills could build a stable career without writing a single line of code. That era is over. Not because manual…
DeepEval regression evidence turns LLM eval scores into release decisions QA teams can defend, with version tracking, failure samples, and CI artifacts.
Introduction: Anyone Can Write Scripts, Few Can Write Maintainable Ones There is a saying in the automation community that captures a painful truth: the hardest part of test automation is not getting the first test to pass; it is keeping the 500th test from becoming unmaintainable. Every SDET has inherited a test suite that looked…
Build a PromptFoo release card for eval-tool upgrades with version evidence, dataset ownership, assertion thresholds, failing examples, and CI sign-off.
LLM QA release cards turn PromptFoo and DeepEval upgrades into owner-assigned checks with datasets, scorer versions, evidence links, and clear release decisions.
Introduction: The Honest State of AI in QA in 2026 If you have been working in quality assurance for more than two years, you have watched the AI narrative swing wildly. In 2023, every testing vendor added a chatbot icon to their logo and slapped an AI label on features that were essentially glorified record-and-playback…
MCP server testing is now part of serious AI QA. Use this checklist to catch tool, auth, schema, and prompt-risk breaks before agents reach users.
Build a PromptFoo release gate for LLM QA with datasets, scorers, CI checks, evidence cards, and owner sign-off before production.
Release-impact cards turn Selenium, Playwright, PromptFoo, and DeepEval updates into owner-assigned QA checks with evidence links.
Learn Playwright debugging TypeScript workflows with PWDEBUG, UI Mode, trace viewer, screenshots, videos, and a clean CI failure triage loop.
MCP server regression testing checklist for QA teams covering tool contracts, permissions, prompts, logs, and CI/CD gates for AI agent workflows.