
Writing
Notes from inside the operating system for AI.
How we think about agents, memory, and what it means to give everyone a team.

How we think about agents, memory, and what it means to give everyone a team.

Why we keep durable notes on disk instead of trusting a model to remember, and how hybrid recall pulls the right context back.

The frontier moves every few weeks. Here's how JONI routes each task to the right model so you never have to think about it.

An honest look at Joni Dreams: overnight reflection, what it's good at, and where we're still figuring it out.

What makes an agent feel like a colleague rather than a command. Notes for builders publishing to the Joni Store.

Why every paying user gets an isolated runtime, and what persistence buys you that a chat session never could.

An inbox, a wallet, a phone line. What changes when your AI can transact and communicate in the real world.