§ Journal
Notes from the workshop.
What we learn while shipping real products — written down before we forget it. Right now we're writing mostly about AI: agents, LLMs, and the unglamorous engineering that makes them dependable.
AI
Jun 2026
How to build an AI agent that actually ships
An agent is a model, a set of tools, and a loop — everything else is plumbing. A practical walk through the architecture, the guardrails, and the failure modes nobody warns you about.
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8 min
AI
May 2026
The real business benefits of AI agents
Past the hype: where agents genuinely pay for themselves, how to measure it honestly, and the situations where you shouldn't build one at all.
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6 min
AI
May 2026
AI agents vs chatbots: what's the difference?
They look the same in a demo. They are not the same in production. A plain-language explainer for anyone deciding what to build.
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4 min