AI Engineering & LLM Development (page 7 of 7)
Building LLM apps, agents, RAG, MCP, evals, and production AI systems — guides for engineers shipping real AI products.
- Why AI Apps Break After Model Changes
A practical guide to why LLM applications regress after model changes, covering hidden dependencies, structured output drift, tool use changes, retrieval sensitivity, evals, canary releases, and rollback strategies.