Compound engineering, one level upI use Every's compound-engineering plugin all day every day inside of Conductor. It is the best writeup I've found of how to actually work with coding agents. Its premise is that each unit of engineer21SJul 21 · 8 min readblog.pjhoberman.com
Build a Knowledge Base That CompoundsAndrej Karpathy recently posted about using LLMs to build personal knowledge bases. Fifteen million people saw it. His follow-up explicitly said "there is room here for an incredible new product inste31AApr 7 · 9 min readblog.pjhoberman.com
I Ran 60 Autoresearch Experiments on a Production Search Algorithm. Here's What Actually Happened.Everyone's writing about Karpathy's autoresearch. Most of it is "here's how the loop works" or "imagine the possibilities." I wanted to see what happens when you point it at a real codebase with a rea1Mar 24 · 8 min readblog.pjhoberman.com
I Built a Local-First HSA Receipt Tracker with Flask, Google Drive, and AIA tiny local python app that turns HSA receipts into structured records in Google Drive and Sheets in about five seconds. Last year my family switched to a High Deductible Health Plan (HDHP) with a HeMar 9 · 5 min readblog.pjhoberman.com
Using Claude to manage.. meI have a problem. I like to do a lot of things at once, and I like shiny objects. I can easily get caught up in some novel task, while tabbing through four docs I'm supposed to review, waiting for tesAug 22, 2025 · 5 min readblog.pjhoberman.com
