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You can never backfill a read receipt: a blog comment fixed our AI pipeline

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

Last week we published a post-mortem: our AI reviewer hallucinated a request that didn't exist, and our producer retried the same document 245 times. A reader, pm25coder, left a comment that turned out to be the best code review we've ever received. This post is what we shipped because of it, same…

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  1. 2026-08-31 23:23 · DEV Community — AI
    You can never backfill a read receipt: a blog comment fixed our AI pipeline

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