The blog

I went looking for the most distinctive work I'd done in a year and couldn't find it. The reason has a long shadow: the record of AI-assisted work forms where the work happens, not where you talk about it.

Everyone is building AI memory and self-learning agents. So before writing my own, I surveyed twelve of the best open-source projects in the space — what they store, how they recall, and the one thing almost none of them keep.

The build log for claude-code-session-history — the small, opinionated system that keeps a lossless, vendor-neutral record of every agent session. Draft; being written as the project ships.

Notes on fine-tuning a 7B model on personal correspondence without losing my mind, or my GPU.

Why I moved off SaaS git and what broke. (Mostly: my assumptions.)

Building a personal media pipeline with Immich, embeddings, and stubborn YAML.

What does it mean to teach a machine using only the things you've personally written?

A pipeline I can actually maintain. Includes the bits that nobody mentions.

Notes on fine-tuning a 7B model on personal correspondence without losing my mind, or my GPU.

Why I moved off SaaS git and what broke. (Mostly: my assumptions.)

Building a personal media pipeline with Immich, embeddings, and stubborn YAML.

What does it mean to teach a machine using only the things you've personally written?

A pipeline I can actually maintain. Includes the bits that nobody mentions.