#Flaky Tests

Articles about Flaky Tests — exploring patterns, best practices, and real-world implementations in production systems.

1 post tagged with flaky tests. ← Blog home

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Pratik Dhanave · ·4 min read

Flakiness — The Operational Disease That Kills Test Signal

A flaky test — same code, different verdicts — is worse than no test: it costs full price, delivers noise, and teaches the team that red means retry. Post 1 did the arithmetic (ten thousand 99.9%-reliable tests ≈ permanent red); this post is the operating system for the disease: detect flakes statistically, quarantine them mechanically, fix them by root-cause class, and prevent the re-infection that follows any one-time cleanup.

Flakiness managed as an operational disease: detected statistically into per-test flake scores, quarantined mechanically (out of the gate, loudly, with fix-or-delete SLAs), fixed by taxonomy — synchronization over sleeps, hermetic isolation, fakes at boundaries — with lint rules and burn-in preventing re-infection.

#Testing#Flaky Tests#CI/CD#Reliability#Developer Productivity

All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse the blog or explore related topics using the tag cloud above.