Dev cuts production deploy time ~30% by giving agent full access to deploy logs and source code

DanielLockyer · x · 2026-10-05

Developer Daniel Lockyer reports a 30% reduction in production deploy time using pstack and Opus 5.5. His key practice: give the coding agent full access to deploy logs and source code, letting it autonomously find and fix bottlenecks in the deployment pipeline — a first-hand example that agents deliver when given complete context.

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