3 articles in this series
How the Code Builder debate loop actually preserves state across Gemini → Claude handoffs, and why the 1.08 average review rounds metric is what you should really care about.
The full UCOL technical whitepaper — covering the Context Tuple formalism, GraphRAG memory architecture, MCP routing, Mixture of Agents, four-tier security, and the complete implementation roadmap for persistent cross-model intelligence.
Every AI platform today lets you choose a model. None of them let your models talk to each other. We built the layer that fixes that — and it's already running in production.