Writing

Short posts on LLM systems, evals, and AgentOps.

• AgentOps — reliability, evals, tracing — Tool scopes, permissions, audit trails, regression gates, and tracing for agentic workflows in production.
• On building measurable LLM systems — Why reliability, cost, and latency matter in production LLM systems — and how to align architecture and evals with product goals.