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.
For PMs and operators in the agent era
How to stay ahead in the AI agent era.
How operators use AI agents to design the system around the work, and ship without waiting on engineering.
Start with the essays that compound
Systems you can run
Downloadable kits and playbooks that turn agent workflows into repeatable systems. The first one is live — more are on the way.
Live
Free download
AI Workspace Kit
Turn your local agent into a workspace-aware chief of staff. Installs PARA folders, an _Agent operating layer, and a guided onboarding flow into ~/Documents — so your agent stops guessing where things go.
- PARA + agent layer
- Guided onboarding
- Prompts & skills
- 10-minute setup
Next up
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.