Filed under
Software Engineering
3 entries
Ai·11 min read·
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.
Ai·8 min read·
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.
Architecture·7 min read·
Designing Resilient Systems — Lessons from Things Breaking
The cascade failure that changed how I think about building systems that break gracefully.