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Thoughts on test automation, CI/CD, and building reliable software.

Flaky Tests: Why They Happen and How to Fix Them

Flaky tests waste time and hide real bugs. Learn why they happen and how to fix them so you can trust your test suite again.

Test suites rarely get slow overnight. They decay gradually until no one remembers when the build turned into a 20-minute wait.

JUnit XML is everywhere in CI, but there's no official spec. Here's why every tool generates different output and what to parse from them.

TestNod tracks your CI test results across builds to surface flaky tests, catch regressions, and show trends your CI alone can't.