How I Built an AI-First Knowledge System That Actually Works
Most knowledge systems fail because they're built for storage, not retrieval. Here's what actually worked.
Field notes for AI-native thinking.
How to stay ahead in the AI agent era.
Field notes on using AI agents to scale your judgment and compound your output.
Start with the essays that compound
Systems you can run
A roadmap of guides and templates for operators building agent workflows. The first systems are in progress.
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AI Chief of Staff system
Coming soonA practical harness for triage, synthesis, and follow-through across your week.
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Agents for semi-technical operators
Coming soonPatterns for domain experts who ship with agents without becoming full-time engineers.
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My top 10 agent skills
Coming soonThe skills I reach for most when loops need to compound instead of stall.
Get notified when the first systems drop.
Engineer by training, product by experience, developer by agents.
Hi, I'm Brandon.
The old product path trained us to think, plan, and persuade, but not to make. Agents changed that: the operator with taste, context, and loop design can build without waiting for permission.
Leverage Loops is for PMs and operators turning that into a compounding capability: judgment, context, and output that get sharper every loop.