I work on AI systems that prioritize operational control, predictable cost, and failure transparency.
My focus is on hybrid architectures combining Small Language Models, routing, and selective use of large models to reduce human overhead in production environments.
I am currently writing about the economics of reasoning systems, agentic architectures, and root cause analysis for LLM-based systems.