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Quoting Geoffrey Huntley

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If the agent isn't using my diagnostics library, I could introspect and update AGENTS.md, but there's still a delta, and it'll drift. Instead, I write a pre-commit hook that checks the git diff for direct calls to observability modules that bypass my diagnostics module. Boom: fail the commit, inject a prompt telling the agent to use the diagnostics library. All of a sudden it's ten out of ten. — Geoffrey Huntley, nobody should type code by hand anymore. here's what's left. Tags: coding-agents, generative-ai, git, agentic-engineering, ai, geoffrey-huntley, llms

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A quote from Geoffrey Huntley

Simon Willison’s Weblog

Newsletter

13th October 2026

If the agent isn't using my diagnostics library, I could introspect and update AGENTS.md, but there's still a delta, and it'll drift. Instead, I write a pre-commit hook that checks the git diff for direct calls to observability modules that bypass my diagnostics module. Boom: fail the commit, inject a prompt telling the agent to use the diagnostics library. All of a sudden it's ten out of ten.

— Geoffrey Huntley, nobody should type code by hand anymore. here's what's left.

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This is a quotation collected by Simon Willison, posted on 13th October 2026.

git 57

ai 2,276

generative-ai 2,018

llms 1,984

coding-agents 257

geoffrey-huntley 4

agentic-engineering 65

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Key points and analysis

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Key points

  • AI generation is temporarily unavailable; this entry was preserved with deterministic fallback metadata.
  • If the agent isn't using my diagnostics library, I could introspect and update AGENTS.md, but there's still a delta, and it'll d…

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Quoting Geoffrey Huntley | AI News Hub