Tagged 'orchestration'
All posts tagged with 'orchestration' on William Zujkowski's blog
Posts tagged "orchestration"
3 posts tagged with orchestration
Building Nexus-Agents: What I Learned Creating a Multi-Model AI Orchestration System
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
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
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.