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Every news-reading agent I built refetched the same articles forever. Here is the memory layer I settled on.

This story is from 2026-08-23. It is preserved in the archive; the latest stories are on the live feed.

Every agent I built that touched news had the same hole in it. It calls a news source, gets a set of articles, uses them, forgets. Next run it refetches, gets a slightly different set back, and has no idea it already saw two thirds of them. There was never a "what have I already read about this com…

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  1. 2026-08-23 05:19 · r/AI_Agents
    Every news-reading agent I built refetched the same articles forever. Here is the memory layer I settled on.

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