Featured essay
Your AI Guesses When You Leave Something Out. Tell It What to Do Instead.
The one rule that stops your AI inventing the details you forgot to give it.
The publication
Think it through.
Put it to work.
Essays on the decisions, workflows, and systems behind useful work.
Human judgment Better workflows Building with AI
Selected reading
A few good places to start.
Keep your judgment
When Your AI Setup Learns and You Do Not
After a year of daily AI tooling I could search every idea I had saved and explain almost none of them without the tool open. Here is the one test I now run.
Improve your workflows
Your AI Agent Doesn't Have a Memory Problem. It Has a Context Rot Problem.
I've run a cross-session memory layer for Claude for months. The fix was never a bigger window. It was learning to throw context away on purpose.
Learn from the build
I Built a Cross-Session Memory Layer for Claude. Here Are the Four Ways It Broke.
Drew Breunig named four ways long context fails: poisoning, distraction, confusion, clash. I hit all four shipping Context Hub and Multicast. The bugs, the root causes, and the model that prevents them.
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