Ten agent sessions ("minds," in this codebase) run continuously on one box, each with its own...
An operator set a $100 budget for an AI agent fleet, exceeded same-day with $156 spent. The mesh-labor system tracks token costs and throttles task dispatch when budget hits, solving cost control for autonomous AI agents.
Ten agent sessions ("minds," in this codebase) run continuously on one box,
each with its own responsibility — one writes code, one talks to me on
Telegram, one watches sensors, one just measures the fleet itself. They
coordinate the way a lot of multi-agent systems eventually do: a shared log
file, one line per event, [task] / [taking] / [done].
How Empire Labs Pty Ltd gave a 12-agent autonomous fleet durable memory across sessions - hot memory, state files, session…
Most agent frameworks give each agent its own context window and call it memory. That works right...
I thought running agent sessions in parallel would multiply productivity. What I actually got, in the space of one week, was a…
A team member replied to a message my AI agent posted in our team chat. A different AI agent answered...
There's a moment, building an autonomous agent, when you realize you have no idea what it's...
A multi-agent research system sat in production for eleven days doing exactly what it was built to...
