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Notes on what I broke and fixed. Real trade-offs from putting AI into production — no tutorials, just what I did, why, and what it cost.
2026-09-15

A Vendor Retired Our Model Without Notice — We Found Out 4 Days Later

The vendor announced it, published a post, and the model went offline — no email, no formal notice under contract. Four days later our monitoring caught the silently failed parses. A full account of the selection call, API semantic shifts, output-format drift, and repairing 2,000+ records.

Incident LLM Migration Data Repair Vendor Risk
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More posts in progress (RAG in production, inference cost, pipeline stability). If a specific problem is on your mind, write to me.

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