Challenge
Make a growing collection of local models and engineering applications understandable without confusing installed tools with resources that are actually running or in use.
Constraints
Resource state must come from current evidence. Monitoring must preserve the owning application's authority and avoid exposing prompts, responses, or private configuration.
System
An Electron desktop application combines a resource registry, read-only runtime probes, owner-reported activity, diagnostic views, and bounded tool launchers.
Magneum’s contribution
Built the desktop interface, resource-state contracts, adaptive monitoring, application lifecycle handling, and integrations for local engineering tools.
Verification
Recorded live checks demonstrated the Overview, Tools, Machines, Mobile, and Activity views in one resident desktop process. Automated suites exercised desktop, launcher, and mobile behavior.
Outcome
A working desktop interface makes local AI resources and engineering tools easier to inspect and access while keeping their state and ownership explicit.
Limitations
The latest mobile build has not completed submission or physical-device acceptance, and the optional paired status connection still needs live proof. Broader control capabilities remain separate work.