ACES Multi-Agent Architecture: Closing the Comprehension Gap
Designing a multi-agent code intelligence system grounded in first principles: deterministic fact extraction, queryable Constructs, rigorous evaluation, and protocol-based extensibility. Built in 3 months at 50% allocation.
+21pp accuracy (31%→52%), 36% cost reduction, 76% fewer file reads, 83% precision