Let an AI clear out your false positives without letting it hide a real bug

Last time I wrote about wiring up a security gate that blocks merges in CI with Synapse. Someone left...

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The Shape of Failure: Before You Blame the AI

AI projects rarely fail at a single point. Here is how data contracts, agent boundaries, property-based testing, and mutation testing reveal where failure actually enters the syste...