Dev: AI-opened PRs are slow but gold, with benchmarks and flame graphs that fast-track review

remilouf · x · 2026-10-08

remilouf shares first-hand experience using AI coding agents for engineering changes: they take longer, but the PRs are "gold" and meet senior-engineer standards. Each change comes with quantitative justification — scaling analysis, benchmarks, flame graphs — plus self-contained reproduction code, which fast-tracks human review. He also notes a counterintuitive trick: framing it as "this engineer hates AI on principle" seems to make the agent perform even better.

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