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Testing

On writing tests that catch real regressions without turning every refactor into a false alarm.

Flowchart splitting a failed test into three causes: real bug, brittle test, or missing contract
Engineering JUN 15, 2026 11 Min Read

Why Your Test Failed: Real Bug, Brittle Test, or Missing Contract

A red test simply indicates a disagreement, not a final decision. It's important to understand whether a failing test points to an actual bug, a temporary hiccup, or reveals a contract that hasn't been written yet.

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Graphic reading 'Green ≠ Ship' with a checkmark, question mark, and clipboard listing claim, threshold, decision
Engineering OCT 12, 2023 9 Min Read

Your Tests Pass. That Still Doesn't Tell You Whether to Ship.

A verification contract names the claim, method, threshold and decision before you write the check, so a passing test proves what the release decision needs.

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Tech With Ramesh

I'm Ramesh Rathnayake, Co-Founder and CTO of Fcode Labs. When AI shortens code authoring faster than validation, deciding what is safe and worthwhile to ship can become the bottleneck. I test that idea against engineering practice.

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Ramesh Rathnayake — Co-Founder & CTO of Fcode Labs

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