Library
Writing, notes, resources.
Essays and field notes from working on knowledge systems and agentic AI. Use ⌘K to jump anywhere on the site.
AI implementationActive
Chat is one interface
Reports, dashboards, drafts, workflow proposals and inline assistants are others — and usually better fits.
Knowledge systemsActive
Making work AI-operable
The hard part is not adding AI. The hard part is making the work legible enough for AI to help.
Knowledge systemsResearch note
RAG done seriously
Provenance, permissions, freshness and a clear update path are the product, not features.
Systems thinkingField note
Rich pictures for AI projects
Soft Systems Methodology gives us the most useful tool for kicking off any serious AI engagement.
Systems thinkingResearch note
Holons for builders
A short, practical introduction to holonic thinking for people building agentic systems.
AI-assisted workActive
Vibecoding with quality control
AI-assisted prototyping is a force multiplier — if you keep the loop tight and the taste high.