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Handling Thinking Blocks So a Model Upgrade Isn't a Rewrite

This story is from 2026-09-05. It is preserved in the archive; the latest stories are on the live feed.

Originally published on AI Tech Connect . What breaks, and why it keeps breaking The failure has a recognisable shape. An agent that has run in production for months starts returning 400s the week a new model version is switched on. Or, far worse, it keeps working — and quietly gets less coherent o…

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  1. 2026-09-05 13:31 · DEV Community — Machine Learning
    Handling Thinking Blocks So a Model Upgrade Isn't a Rewrite

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