Production

RAG in Production: 7 Anti-Patterns That Destroy Precision (And How I Fixed Them)

RAG is the aspirin of generative AI: everyone prescribes it, almost no one truly understands how it works, and when it fails, the patient hallucinates. After implementing RAG in production with the Ops Copilot and discarding it in favor of Tool Calling for the obsolescence radar, I’ve catalogued the 7 errors that destroy precision — and the solutions that actually work.

The Hidden Economics of AI: What It Actually Costs to Run LLMs in Production (With Real Data)

Everyone talks about what AI can do. Almost no one talks about what AI costs to do. After more than 6 months operating autonomous agents in production with Gemini, CrewAI and GitHub Actions, I open the books and break down every euro invested — and every surprise I found along the way.

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