ATM: CID-Brokered Pre-Write Admission for Multi-Agent Code Co-Synthesis

Eagl Huang

Multi-agent LLM systems can decompose software-engineering work into planning, generation, validation, and repair, but a narrower systems problem remains: before any governed share…