01
The agent can now inspect a real GNS3 environment.
Added direct API connectivity, Windows diagnostics, environment checks, read-only inspection commands, structured reports, updated configuration, and automated tests.
PythonGNS3DiagnosticsTesting
PUBLIC BUILD LOG
Progress should leave
evidence.
A transparent record of meaningful capability changes, architecture decisions, failed assumptions, and the work still unfinished.
02
The lab identity moved from idea to operating system.
Established the Omnia vision, project architecture, roadmap, founder narrative, visual language, and a clear distinction between active work and future direction.
Brand systemProduct strategyWeb
03
A crisis prototype became proof of operational ambition.
CIRO combined multi-agent reasoning, Roman Urdu crisis parsing, realtime synchronization, operational traces, and a map-based command interface. Team Zero Trace ranked 6th in the Karachi region among 200+ teams.
GeminiFastAPIFirebaseMaps