Concept detail
test fidelity
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Publication timeline
- 2026-091 video
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Observed neighbors
automated checks
Cheap verification is only useful if tests truly verify behavior rather than restating implementation.
1 source videos
Fixing the PR Bottleneck — Matt Pocock, AIHeroRelated tagged insights
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