Field notes
Written from production, not from theory.
What we learn running agentic systems, AI employees and human-in-the-loop operations for real businesses. New notes twice a month.
The best AI employee providers, compared (2026)
Frameworks, horizontal platforms, vertical apps, or an agency that builds and runs them: the four routes to AI employees, how they differ, and how to choose.
Buying guidesHow to choose an AI agency: 12 questions serious buyers should ask
Demos are cheap and every AI agency has one. Twelve questions that separate production builders from deck sellers, why each matters, and what a good answer sounds like.
Agentic AIThe AI pilot rescue checklist: five checks before you call it dead
Five checks that tell you if a stalled AI pilot is a rescue or a rebuild: accuracy as a number, a workflow map, failure paths, cost per outcome, an owner. Each with a first fix.
Agentic AIWhy most AI pilots die between demo and production
Gartner expects 40 percent of agentic AI projects to be canceled by 2027. The failures share an anatomy, and the fix is an operating system, not a better model.
AI EmployeesAI employees, explained for operators
OpenClaw and Hermes Agent made autonomous AI workers real. What an AI employee actually is, which roles to start with, and how to run one like staff instead of a chatbot.
Case NotesWe run an autonomous AI newsroom in production. Here is what it takes.
Research, drafting, editing and publishing, every day, at under $2 per article. The architecture, the guardrails, and the humans who make it trustworthy.
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