The Bicameral Architecture for AI Research Agents
An architectural pattern for AI research agents that separates reasoning from arithmetic, so a language model can decide what to look up and how to explain it, but never touches a calculation.
Notes
Knowledge and wisdom on craft, attention, and creative process. Written for those who find meaning in focus and purpose.
An Interruption UX Worth Noticing
Claude Code's VS Code extension waits until you stop typing before surfacing a permission dialog, then restores your input exactly as you left it. A snap note on what that small decision reveals about interruption UX and user state preservation.
In Defense of Every AI Opinion
How I Turned Data Pipeline Headaches Into a Python Library
AI Has No Soul
How I Keep AI in Its Place
Writing Python Docstrings for MkDocs
Versioned MkDocs Docs with Mike, GitHub Pages, and a Custom Domain
4 Rules to Keep a Prototype Honest
A useful prototype answers one risky question clearly. Polish applied before that question is answered makes an idea comfortable to approve while leaving its hardest problem untouched.
Solving Memory Pressure in a Python Data Pipeline
4 Types of Test Cases Every Python Developer Should Write
Git Cherry-Pick. When to Use It and When to Walk Away
How I Replaced For Loops with Vectorized Pandas
Git Cheat Sheet for Everyday Development
5 Pandas Operations That Replace Most For Loops
A practical walkthrough of the merge, reduce, pivot, and column math operations that together replace almost every for loop in a production data processing pipeline, with worked examples and the reasoning behind each.
Convert Markdown to Structured JSON for Cleaner React Rendering
