Test Automation

k6 2.0.0 removes deprecated APIs, executors, and CLI commands. Here’s what QA engineers and SDETs must know before upgrading.

Build a self-healing load test with k6 and AI that auto-tunes thresholds and fixes regressions automatically. Real SDET implementation guide.

Load test microservices with k6 and LLM-generated AI personas that behave like real users. Replace static payloads with intelligent dynamic test data.

Build autonomous load pipelines with GitHub Actions, Grafana k6 and GPT-5 that run performance tests before you commit. Pre-commit intelligence guide.

RAG-powered performance testing: k6 scripts that learn from real API behavior in a vector database. Dynamic intelligent load generation for modern APIs.

MCP Architecture deep dive — Day 4 of AI Agents for QA. How AI agents, tools and context layers actually work under…

How I reduced automated testing time by 60% using AI agents. The shift from automation to intelligence — real patterns from a…

LangChain 0.3.86 fixes a critical path traversal vulnerability. What QA engineers and SDETs must know — impact, upgrade steps and security checklist.

Appium 2.4.2 is out. What the latest release means for QA engineers — new features, breaking changes, stability fixes and upgrade planning…

The real roadmap from QA engineer to AI engineer — skills, tools and mindset shifts nobody tells you. Complete 2026 guide for…