SMRTR ProgrammingMay 5, 2026DZone

Setting Up Claude Code With Ollama: A Guide

SMRTR summary

Taking an AI agent from demo to production means solving six hard problems: config and model governance, state and memory design, security boundaries, eval gates, and operational monitoring. Prototype failures are predictable — state corruption, leaked secrets, tool abuse, and zero observability — and each has a concrete architectural fix. This refcard walks engineers through every decision layer before and after deployment.

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