adpa-agent-orchestration

Agent orchestration coordinates the complete 10-phase workflow across cognitive architecture and project management layers. It manages debugging, extension, monitoring, and end-to-end execution of agent runs to reduce manual overhead.

Streaming telemetry captures real-time phase transitions, observations, and actions during agent runs. Operators trace these telemetry streams to pinpoint failures, debug issues, and adjust orchestration flow accordingly.

A 10-phase agent orchestration system structures cognitive loops and project management tasks into sequential phases. You need it when coordinating complex agent workflows that require governance rules, artifact persistence, and real-time monitoring.

Yes, agent orchestration enforces governance rules and handles artifact persistence throughout the workflow. These features ensure reliability and provide auditable records for debugging and managing cognitive architectural phases.

The best way to monitor agent runs is using an orchestration system with streaming telemetry. It provides real-time visibility into phase transitions and actions, allowing operators to debug and adjust the flow as needed.

Agent workflows fail during phase transitions due to errors in cognitive loops or project management logic. You can trace failures by analyzing streaming telemetry, observing actions, and reviewing persisted artifacts to adjust the orchestration flow.