Blog

Thoughts on engineering, AI, and solar tech.

Every customer gets their own sandbox

We're shipping per-company AI investigator bots as Docker sandboxes — one container, one bot, one memory silo per customer.

AIself-hostingDocker

The new bot needs scolding

Cloning a Hermes agent's memory and skills doesn't clone its usefulness. The bot grows by being talked to and corrected, often with some scolding.

HermesAIself-hosting

One Goal, One Sprint

Ultragoal breaks big tasks into small targets and lets the LLM track its own progress. No drift. No babysitting.

AICodexproductivity