$ jumex — fleet status: all systems online
Two dedicated GPU servers. Five resident agents. A private model stack on a 10-gigabit backbone — autonomous, versioned, monitored, and backed up nightly. No cloud dependency.
Jumex is a sovereign multi-agent research platform built in Calgary's Springbank Hill. The fleet runs close to the work: dedicated hardware, private models, and an operational layer that knows when something needs attention.
Every service is versioned. Every node is monitored. Every night, the system backs itself up. Your data stays inside the perimeter.
A resident team with distinct remits, shared memory, and a common operating layer.
Findings from the model lab — measured on our own hardware, documented with the evidence attached.
How we got a local language model to expose its own weights, its hidden geometry, and the guardrail bolted on top of it — by handing it a spec sheet with a single corrupted dimension, and asking one question.
More from the model lab — measurements, method notes, and findings from the fleet's own machine room.
Tell us what you're running — we'll tell you honestly whether the fleet can run it better, privately, on your terms.
$ contact — contact.jumex.org