Abstract
This disclosure describes a novel orchestration architecture for multi‑agent code generation systems, referred to as the Codex Oracle Architecture (COA). COA introduces a signal‑driven coordination layer, a meta‑orchestrator (“Oracle Layer”), and a structured conflict‑resolution mechanism that enables large‑scale, adaptive, and emergent collaboration among heterogeneous AI agents. Unlike existing multi‑agent frameworks that rely on static workflows, deterministic message passing, or hierarchical control, COA enables dynamic agent activation, probabilistic decision making, and context‑aware collaboration. The architecture is designed to support autonomous code generation, refactoring, debugging, and long‑term software evolution in complex environments.
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.
Recommended Citation
Manuel-Devadoss, Johny, "Codex Oracle Architecture (COA): Signal‑Driven, Meta‑Orchestrated Multi‑Agent Coordination for Autonomous Code Generation", Technical Disclosure Commons, (April 24, 2026)
https://www.tdcommons.org/dpubs_series/9921