AI Agents & Production LLMs
The frontier of production AI — autonomous agent architectures, tool use and function orchestration, memory systems for long-running agents, multi-model pipelines, open-source model deployment, LLM gateway patterns, and the observability stack that makes an AI system debuggable. Written with the same skeptical-but-practical lens as the earlier AI series, applied to harder problems.
