The Platform Engineering Playbook for Production LLMs



Posted on Mon Oct 5 2026 | 4:30 pm


In this article, author discusses his experience with AI agent hallucinations in an inventory recommendation system and how this problem was solved by treating the LLM stack as a platform infrastructure concern instead of as an application one. He makes a case for a shared LLM platform with common services like prompt registry & versioning, schema enforcement and token cost attribution by request.




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