AI Skills with Matt Pocock

Name: AI Skills with Matt Pocock
Uploaded: 2026-09-22T00:00:00.000Z
Duration: 5796 s
Channel: The Pragmatic Engineer
Description: Matt Pocock explains how engineers should respond as agents absorb routine implementation: codify judgment into skills like grill-me and wayfinder, drive work with durable specs, keep feedback loops and observability strong, and organize codebases for humans and agents at once.

TPThe Pragmatic Engineer@pragmaticengineer

Full transcript

English

Summary：Matt Pocock explains how engineers should respond as agents absorb routine implementation: codify judgment into skills like grill-me and wayfinder, drive work with durable specs, keep feedback loops and observability strong, and organize codebases for humans and agents at once.

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Core points (3)

1AI has largely eaten tactical programming; strategic programming remains ours.
2Skills like grill-me force implicit decisions into the open where agents can act.
3Strong test suites and observability are the feedback loops agents optimize against.