Machine Heart

Apr 5, 2026 · Artificial Intelligence

Cut Token Costs by 68% with Dynamic Multi‑Agent Collaborative Coding

The paper introduces AgentConductor, a 3‑billion‑parameter orchestrator that generates adaptive YAML‑based multi‑agent topologies, dynamically re‑plans when code errors occur, achieving a 14.6% accuracy boost and up to 68% token‑cost reduction compared to existing static agent pipelines.