Status: 🚀 Operation Marketplace (Target: May 30, 2026)
Performance: ⚡ 0.82s p99 Latency (Redis Edge-Cache)
Ecosystem: 🛡️ 171+ Active Entities Tracked in the Nexus

The TTRPG industry is built on legacy lag and manual labor. We are architecting the bridge. GM Co-Pilot™ is a deterministic, edge-cached AI Operating System that collapses the 20-hour onboarding barrier into a 30-second interactive surge.

1. The Multiverse Pulse: A live, high-velocity telemetry ticker broadcasting every character forge and campaign listing in real-time.
2. The Hall of Heroes: A persistent, global chronicle recording the legacy of the 171+ entities currently active in the Nexus.
3. The Chronicle of Fate: Asynchronous global event logging that ensures the world breathes even when the players are offline.

We’ve moved to S-Corp status and hardened the infrastructure. Now, we need the community to find the friction.

• Dungeon Masters: Use the Matchmaker Engine to link with high-intent players.
• Players: Run the Seed of Fate and forge a 2024 RAW character in under 30 seconds.
• Developers: Audit the 0.82s p99 Latency Engine.

Challenge Issued: If you can crash the edge-cache or out-pace the deterministic RAG pipeline, open an issue.

• The Brain: Llama-3.3 via Groq (Deterministic RAG)
• The Shield: Globally distributed Redis Edge-Cache (Request Coalescing)
• The Vault: Firestore NoSQL + Qdrant Vector Archive
• The Bridge: REST API Webhooks & Trojan Horse Iframe State Management
• The Spatial Frontier: Headless Python backend for WebXR/A-Frame VR

• Professional: LinkedIn (Architecture updates & S-Corp news)
• Direct: calebmccombs49@gmail.com
• Live Metrics: GM Co-Pilot Executive Dashboard

"We aren't looking to get hired. We are building the infrastructure the giants will be forced to run on by 2027."