Insights
Notes on strategy, positioning, go-to-market, and emerging technology, from building AI-native operations in production.
Featured · AI OperationsWhat to Do When Your AI Agent Gets Stuck
Your AI agent keeps stalling, and restarting never lasts. The three root causes of a stuck agent, and the recoverable setup that fixes it.
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How to use Paperclip Blueprints and wire the company it gives you
Paperclip Blueprints builds an agent company from a brief in minutes. Here's the by-hand wiring after import (skills, secrets, models, budgets, heartbeats) that turns an imported company into one that actually runs.

How to Set Up an AI Agent Company
How to set up an AI agent company: an operator's guide to org design, agent mandates, budgets, governance, and recovery when an agent gets stuck.

Grolea Rewrite: From growth consulting to AI-native operating systems
Why Grolea is moving from traditional growth consulting to build AI-native operating systems, and why I am betting on an open-source AI stack.

Paperclip Blueprints: Generate Paperclip companies from a markdown brief
An open-source CLI that turns a markdown brief into a complete, schema-validated Paperclip company bundle, with the platform's best practices built in. Why I built it, and how to try it.