AI QA Portfolio Project: Build an Eval CI Gate
Build an AI QA portfolio project that proves you can test LLM features, not just prompt ChatGPT. This Day 40 lab adds PromptFoo, DeepEval, and a CI gate to a real repo.
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PromptFoo vs DeepEval: QA Guide for LLM Evals
PromptFoo vs DeepEval explained for QA engineers: when to use config-driven regression checks, Python metrics, CI gates, and both together.
Release Notes to Test Plan: QA Workflow That Works
Turn Playwright and Selenium release notes into a prioritized test plan with owners, smoke coverage, CI gates, and rollback evidence.
AI Test Oracle Drift: CI Playbook for SDETs
AI test oracle drift is the silent reason your LLM checks pass while the product gets worse. This Day 39 playbook shows SDETs how to catch it in CI.
The QA Engineer’s Complete AI Toolkit 2026: 10 Tools From Test Generation to Autonomous Testing
The QA Engineer’s Complete AI Toolkit 2026: 10 Tools From Test Generation to Autonomous Testing Artificial intelligence has moved from a buzzword to a daily reality for QA engineers. In 2026, the gap between QA teams using AI tools and those that are not is widening rapidly. Teams with AI in their testing workflow generate…
AI Testing Salary Roadmap for SDETs in India
A practical AI testing salary roadmap for Indian SDETs: salary bands, skills, portfolio projects, and interview signals that move offers.
Playwright 1.56 Upgrade Checklist for QA Teams
A practical Playwright 1.56 upgrade checklist for QA teams covering agents, diagnostic APIs, reporters, breaking changes, CI gates, and rollback.
AI QA Portfolio Sprint: 7 Days for SDETs
Build an AI QA portfolio in 7 days with Playwright upgrades, LLM regression tests, CI evidence, and a recruiter-ready proof pack.
Playwright Upgrade Checklist: Trace, Diff, Rollback
Use this Playwright upgrade checklist to approve automation upgrades with three concrete artifacts: trace, changelog diff, and rollback command.
AI Eval Release Watch for QA Teams
A practical AI eval release watch workflow for QA teams that turns PromptFoo, DeepEval, and model changes into CI evidence and release risk tickets.
AI Test Failure Classification: 4 Buckets for QA
Learn a practical 4-bucket model for AI test failure classification using PromptFoo, DeepEval, retrieval evidence, and product checks.
Playwright Complete Learning Roadmap 2026: 8-Week Curriculum From Setup to Production
Introduction: Your 8-Week Path From Zero to Production-Ready Learning Playwright in 2026 is not just about learning an automation tool. It is about learning the testing framework that has become the industry standard for web application testing. Playwright now powers the test suites at companies ranging from startups to Fortune 500 enterprises. This structured 8-week…