Git-owned knowledge base: markdown in git is not a hack
A git-owned knowledge base is markdown in a repo you control. A YC launch listed that as a hack. You want a record you can diff, refuse, and take with you.
Blog
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33 workflows, five layers — what a real harness looks like from the inside
The piece I wrote on harnesses described five component layers that every production agentic system needs: orchestration and planning, an execution environment, validation and quality control, context and memory management, and logic and interaction.
Launching Shop CLI
Shop CLI: A Tool Built for AI Agents, Not Humans
How AI Agents Reshape Business Relationships
Not all business relationships do the same job. Research shows which ones survive the agentic economy, and which were always just expensive due diligence.
Meta-prompting — the thinking skill that makes AI useful
The skill that actually makes AI useful: meta-prompting
When to fix AI's work by hand vs fix the system that produced it
The short version: When an AI agent gets a task 80% right, you can patch the last 20% by hand and ship today, or fix the instruction behind it and never touch that task again. The patch is faster now. The fix compounds. Most people, me included, pick the patch too often, because the economics that should govern the choice have changed and our instincts haven't caught up.
Fable is back — what using an expensive, deeply capable model teaches about discriminating AI use
Fable is back. And it's changing how I think about thinking.
Why Your AI System Is Never Done
Antony Evans argues that building an AI system is farming, not hunting: there is no finished, shipped state, only a system you keep tending as models change.
AI Agent Burnout: Running a Team That Never Clocks Out
Antony Evans on why AI agents that work all night push founder-operators toward the same always-on habits, and why he has not solved it yet.
The honesty test for AI-assisted writing
The honesty test for AI-assisted writing isn't who typed the words, it's whether the idea is genuinely yours: a first-person account of one writer's pipeline.
I asked my AI to audit its own product's code for what was slow. It blamed my safety rules, not the code.
I asked my AI to audit its own product's code for what was making development slow and expensive. I expected it to blame the code. It blamed me.
I published the first customer-facing release of my company mind, and the hard part was making sovereignty boring and true
This week I gave my company mind away as something anyone can actually install, and the hardest part was making it boring.