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.
Thoughts on engineering, AI, and solar tech.
We're shipping per-company AI investigator bots as Docker sandboxes — one container, one bot, one memory silo per customer.
A hosting company with serious GPUs picks models by vibes. My company with no GPUs has the CEO test tools himself. One of these approaches works.
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.
I knew Telegram Topics existed. I did not know my AI agent could use them.
What my agent knows about me fits in 2.2KB. I gave it a brain upgrade.
Ultragoal breaks big tasks into small targets and lets the LLM track its own progress. No drift. No babysitting.
The story of how an AI agent named after my 菜园狗 became my most indispensable dev tool.