Blog
Notes from calm
Engineering stories, founder evidence, and product voice.
August 6, 2026
Hard reset, same state
When an agent or the system dies, progress should survive — so you don’t pay tokens twice for the same work.
August 5, 2026
About 10× — saying the token number honestly
Founder testing showed about 10× token improvement. Here’s what that claim means — and what metering labels mean on screen.
August 1, 2026
Why JoyMux exists
Joy’s Mac kept giving up under agent load. The fix was control, calm, and context — not another machine.