00 / Masthead
01 / Writing
Dispatches from the workshop. Short, precise, from real mandates. What worked, what broke, and the patterns that keep showing up.
Archive
Every note, newest first. Years below act as section marks; the rust numeral in the margin runs the sequence.
The technique behind viral AI agent loops: treat context like managed memory. State lives in files, not conversation. Progress persists. Failures evaporate.
Year
I was losing 40k tokens on startup. So I built Flow, a plugin that uses command stubs, progressive disclosure, and adversarial review loops.
Read entryMost AI benchmarks tell you if a model can solve a LeetCode puzzle. They don't tell you if it can ship a product.
Read entryPractical tips from two weeks of shipping with the best agentic model yet.
Read entryWhy modern AI delivery patterns finally unlock what agile promised - and how to structure teams to ship safely.
Read entryHow AI agents and openEHR can lift healthcare out of its purgatory by structuring every input and embedding it into durable clinical knowledge.
Read entryYear
Store everything, retrieve only what matters: long-context chat in ~100 lines with LangChain and Node.
Read entryContext quality sets the ceiling for AI outcomes; better retrieval and cleaner signals beat model hype.
Read entry