Pyrana treats monitoring as a first-class capability at every layer by using cloud-native telemetry for infrastructure, the CORTEX agent layer for knowledge monitoring, and per-run instrumentation for agents so that behavior across the stack is explainable, auditable, and self-correcting.

Pyrana treats monitoring as a first-class capability at every layer

— Pyrana Monitoring and Observability.pdf

cloud-native telemetry watches the infrastructure

— Pyrana Monitoring and Observability.pdf

the CORTEX agent layer watches the knowledge itself

— Pyrana Monitoring and Observability.pdf

per-run instrumentation watches every agent

— Pyrana Monitoring and Observability.pdf

delivering explainable, auditable, self-correcting behavior across the stack.

— Pyrana Monitoring and Observability.pdf