Invariants are cheap. Silent corruption is not.
We had five numbers that were supposed to add up. Nothing in the codebase checked that they did. The relationship nobody wrote down A tracked journe…
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Never silently change a number someone gets paid on
Our algorithm decided a driver had travelled 4km less than they thought. It was probably right. Shipping that silently would still have been wrong.…
The GIGO Crisis: Why Social Media's Fact-Check Rollback Is Teaching AI to Lie
This article examines how platform-level moderation decisions are reshaping AI training data, and what happens when the information machines learn f…
Verify Rsync Operations with a New Integrity Test Script
I've built a small script to help verify rsync operations. The goal is to provide a straightforward way to confirm that your rsync commands are work…