Notes from the edge.
Thoughts on AI, agents, infrastructure, and building at the frontier.
2025
Nov 19, 2025
Tool Loops
The new feedback loop transforming engineering and enabling massive parallelization.
Jun 10, 2025
Blitz Scaling $120k in ARR
How I automated data annotation at scale using AI.
Jun 7, 2025
Atoms
The building blocks of our digital world and the future of composable interactions.
May 26, 2025
MCP Should be Good
Thoughts on the Model Context Protocol and what we actually need from extensible frameworks.
May 24, 2025
Consistency is Beautiful
The challenges of distributed systems and the beauty of consistency guarantees.
Jan 22, 2025
Actions Per Organization (APO)
A new metric for organizational productivity in the AI era.