Hacker News thread asks whether AI work is causing fatigue
Commenters describe parallel context switching, reviewing one model with another, and bosses pushing AI use.
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Commenters describe parallel context switching, reviewing one model with another, and bosses pushing AI use.

Lemire proposes ephemeral testing, using disposable AI-built apps to judge a library’s real API quality.

A developer's business partner shipped a 5,236-line untested vibe-coded payments backend PR whose endpoints failed basic testing.
A Hacker News thread debates whether agent skill files are worth managing, citing 2–4x output-token reductions on flagship models in one company's testing.
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