Release Notes: Agent Quality Handler#

Version 2026.3.0#

TBD

This release introduces dynamic agent routing, a configuration-driven agent registry, and custom-agent output persistence, along with deployment and documentation improvements.

New

  • Dynamic Agent Orchestration: added severity-based routing and Deep Agents planning with dependency-safe execution ordering.

  • Configurable Agent Registry: added support for registering custom agents, declaring dependencies, and creating prompt-driven specialists without custom orchestration code.

  • Custom-Agent Results: added audit details, persisted output history, and additive extra_agents API results for registered custom agents.

  • Deployment Lifecycle Script: added a centralized script for configuring, building, starting, stopping, and cleaning standard and development deployments.

Improved

  • Reliability and Compatibility: preserved built-in result contracts while improving partial-failure handling, route normalization, and dependency-aware agent execution.

  • Dependencies and Documentation: updated the LangGraph and supporting AI stack, expanded automated test coverage, and documented routing, registry integration, APIs, and deployment workflows.

Fixed

  • Deployment Cleanup: corrected Compose path handling and ensured teardown includes profile-specific services such as mock storage.

Version 2026.2.0#

Release Date: September 9, 2026

New:

  • Standalone Agent Quality Handler with Policy, Analysis, Evidence, and Ticketing graph stages.

  • Direct REST API metrics on port 5002.

  • Rule-based fallback mode by default.

  • Optional llm Compose profile providing OVMS and model download.

  • Private Compose MQTT broker plus authenticated support for external MQTT.

  • Required external storage API configured by STORAGE_SERVICE_URL.

  • Event-driven Detection Service batch-complete integration over MQTT.

  • Queryable per-agent JSON output history on the named Docker volume.

  • Added configurable mounts for downstream-provided agent config and prompt assets.

  • Startup validation for runtime configuration and required assets.

  • Graph failures reported with status error, structured errors, and preserved partial results.

Detection Service, storage, a web UI, and Nginx are not included in this standalone deployment.