The Observability Layer Your AI Agent Is Missing
Logs tell you what happened. Traces tell you why. The three layers of agent observability, and where silent failures actually live.
Production-Ai
3 articles about production-ai - lessons from building and scaling real software.
Apr 14, 2026
Apr 7, 2026
AI Agent Evals: The 4 Layers Most Teams Skip
Most teams evaluate AI agents by vibes. Here are the four layers of evals you actually need to ship agents with confidence.
Apr 6, 2026
Shrinking a Production Prompt by 28% With Autonomous Optimization
How I used autoresearch to run 65 autonomous prompt optimization iterations on a production LLM agent, cutting it 28% while retaining 98% output quality.