How to Debug an AI Agent in Production (A Field Guide)
Updated for 2026. The exact playbook I use to debug AI agents running live — trace every step, isolate the failing layer, and reproduce non-determinism fast.
Jun 8, 2026
The Agent Notebook
Posts
400 posts on growth, marketing, sales, processes, business, SEO, GEO, and AI agents — written from the operator's seat.
How to Measure Traffic From AI Search
Updated for 2026. How I measure AI-search traffic from ChatGPT, Perplexity, and Claude — referrer tracking, the dark-traffic problem, and what to trust.
Jun 8, 2026
Multi-Agent Orchestration: Queues, State, Handoffs
Updated for 2026. The orchestration patterns I use to run multi-agent systems — durable queues, externalized state, and clean handoffs that survive retries.
Jun 8, 2026
The Eval Harness I Use to Ship AI Agents Without Fear
Updated for 2026. The eval harness I use to ship AI agents — a graded test set, an LLM judge, and a regression gate so a prompt change can't break prod.
Jun 8, 2026