Posts tagged "orchestration"

3 posts tagged with orchestration

Building Nexus-Agents: What I Learned Creating a Multi-Model AI Orchestration System

February 9, 2026 • 10 min read

The engineering story behind nexus-agents, a research-backed multi-model orchestration system that coordinates Claude, Gemini, and Codex through consensus voting, adaptive routing, and graph workflows.

Consensus Voting With AI Models: When Three Opinions Beat One

January 28, 2026 • 8 min read

How multi-model consensus voting catches blind spots that single models miss. The research behind adversarial roles, Bayesian aggregation, and structured deliberation across Claude, Gemini, and Codex.

From RouteLLM to Contextual Bandits: How Research Papers Shaped My Model Router

January 15, 2026 • 7 min read

How I went from naive round-robin model selection to a five-stage routing pipeline backed by RouteLLM, TOPSIS, and LinUCB research. The failures that led to each improvement.

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