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Incremental AI Agent Workflows: Run Agents Only on What Changed

This story is from 2026-08-31. It is preserved in the archive; the latest stories are on the live feed.

Your agent does not need to reread the whole repo, rescan every document, or reprocess every customer record each time it runs. That habit feels safe, but it quietly burns tokens, slows feedback loops, and increases the chance that the model gets distracted by stale context. The better pattern is s…

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  1. 2026-08-31 13:54 · DEV Community — AI
    Incremental AI Agent Workflows: Run Agents Only on What Changed

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