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Six Engineering Lessons from a High-Velocity AI Build Day

We shipped 5 PRs, 10+ CodeRabbit fixes, a live trading bot upgrade, expanded creator intelligence targeting, and a self-healing watchdog — all in a single day. Here's what broke, what held, and what the discipline behind high-velocity AI development actually looks like.

February 26, 20267m read