CORTEX Agents form a coordinated agent layer including RetrievalAgent, LearningAgent, and AmbientAgent, with functions such as Q-value reranking, cross-encoder retrieval, TEMPR memory, and proactive gap detection so that agent responsibilities are specialized.

**CORTEX Agents:** Coordinated agent layer — RetrievalAgent (Q-value reranking, cross-encoder, two-level retrieval), LearningAgent (TEMPR memory), AmbientAgent (proactive gap detection)

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

Coordinated agent layer

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

RetrievalAgent (Q-value reranking, cross-encoder, two-level retrieval)

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

LearningAgent (TEMPR memory), AmbientAgent (proactive gap detection)

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md