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A 20-Task Model Gate: Pick Your Agent Backend With Evidence, Not Vibes

This story is from 2026-08-28. It is preserved in the archive; the latest stories are on the live feed.

Everybody has seen the pattern: a new model tops a public leaderboard, and the team wants it inside the agent by Friday. Your first instinct is to swap the backend, run the existing suite, and ship when CI turns green. That is a mistake, because agent behavior rarely degrades in ways ordinary tests…

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  1. 2026-08-28 04:14 · DEV Community — AI
    A 20-Task Model Gate: Pick Your Agent Backend With Evidence, Not Vibes

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