T-FORCEOctober 16, 2026
Private stops at the provider you chose
The project stays on the PC. A cloud model still sees the prompt you send it. Those are different claims, and procurement should ask about both.
Blog
Notes on a private AI team.
Four essays on the shape of the work: one conversation, memory that is not the transcript, a yes before side effects, and the line where private stops.
October 6, 2026
Why the approval sits in the chat
The useful line is not "the agent is safe." It is which actions run now, and which ones wait beside the sentence that asked for them.
September 26, 2026
Memory is not the transcript
A long chat is a record of how you got here. It is a poor place to keep what the team is supposed to remember next week.
September 12, 2026
What a private AI team actually does
A folder of prompts is a library. A team splits the work, keeps the split from becoming your second job, and brings the result back to one conversation.