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Zeitgeist — a spike by Chris Gathercole
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  2. Simon Willison — Creator of Datasette; co-creator of Django/

Quoting Geoffrey Huntley

Blog · Watch/Read · (gathered 2026-10-14)

  • Geoffrey Huntley argues for automated enforcement to ensure AI agents consistently use designated libraries and adhere to protocols, preventing “drift” that manual introspection or documentation updates cannot address.
  • He proposes implementing a pre-commit hook that checks the git diff for direct calls to observability modules that bypass the intended diagnostics library.
  • If an agent attempts to bypass the diagnostics module, the pre-commit hook should fail the commit and inject a prompt instructing the agent to use the correct library, leading to high compliance.