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Four Anti-Patterns That Live at the Model Boundary

This story is from 2026-10-17. It is preserved in the archive; the latest stories are on the live feed.

Most AI features do not fail inside the model. They fail at the seam between model output and your code. That seam is where free tiers become production incidents. I keep meeting the same four shapes there. Here is the catalog: symptom, root cause, replacement. The code below is a harness, not a be…

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  1. 2026-10-17 06:13 · DEV Community — AI
    Four Anti-Patterns That Live at the Model Boundary

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