6 min read
notes-on-building-with-codex.mdx
Notes on building with Codex
What changes when a coding agent becomes part of the everyday development loop—not a novelty at the edge of it.
CodexBuilding
// Notes directory
Writing from the workbench.
Field notes on building with agents, designing useful systems, and learning in public without pretending the questions are settled.
8 min read
ai-assisted-workflows.mdx
How I think about AI-assisted workflows
A practical model for deciding where agents help, where structure matters, and where human judgment should stay visible.
AIWorkflows
7 min read
designing-better-benchmark-tasks.mdx
Designing better benchmark tasks
Benchmarks are product decisions in disguise. Here is how I make them more representative, legible, and hard to game.
BenchmarksEvals
5 min read
useful-automation.mdx
What makes a useful automation
The best automation is often modest: observable, reversible, and carefully fitted to the work around it.
AutomationSystems