CrossTecch Blog

Engineering notes,
not marketing copy

What we learn shipping test automation, AI-assisted QA and CI/CD pipelines — including the parts that break.

Self-healing test rebinding to the wrong element while the assertion still reports a pass
Latest Test Automation

AI Test Automation Breaks: 5 Hidden Failure Modes to Avoid

AI test automation fails in five specific ways after adoption. See what breaks, why vendors skip it, and how to catch each one early.

I Ishan Chaturvedi 10 min read
Timeline of GitHub's self-hosted runner fee announcement and reversal across December 16 and 17, 2025
GitHub Actions

GitHub Reversed Its Self-Hosted Runner Fee. The Math Still Matters

GitHub proposed a per-minute charge on self-hosted runners, then reversed it in 24 hours. The cost questions it raised did not go away with it.

R Rahul 9 min

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