WSO2 Agent Manager
An open control plane designed for enterprises to deploy, manage, and govern AI agents at scale.
Overview​
WSO2 Agent Manager provides a comprehensive platform for enterprise AI agent management. It enables organizations to deploy AI agents (both internally hosted and externally deployed), monitor their behavior through full-stack observability, and enforce governance policies at scale.
Built on OpenChoreo for internal agent deployments, the platform leverages OpenTelemetry for extensible instrumentation across multiple AI frameworks.
Key Features​
- Deploy at Scale - Deploy and run AI agents on Kubernetes with production-ready configurations
- Lifecycle Management - Manage agent versions, configurations, and deployments from a unified control plane
- Governance - Enforce policies, manage access controls, and ensure compliance across all agents
- Full Observability - Capture traces, metrics, and logs for complete visibility into agent behavior
- Continuous Evaluation - Assess agent quality with built-in evaluators across multiple dimensions — accuracy, safety, reasoning, tool usage, and more
- Auto-Instrumentation - OpenTelemetry-based instrumentation for AI frameworks with zero code changes
- External Agent Support - Monitor and govern externally deployed agents alongside internal ones
Components​
| Component | Description |
|---|---|
| amp-instrumentation | Python package (PyPI) for instrumenting externally-hosted agents and for manual instrumentation |
| amp-evaluation (experimental) | Python SDK for building custom evaluators and running evaluation pipelines |
| amp-console | Web-based management console for the platform |
| amp-api | Backend API powering the control plane |
| amp-trace-observer | API for querying and analyzing trace data |
| amp-python-instrumentation-provider | Kubernetes init container that auto-instruments platform-hosted Python agents |
Helm Charts​
Deploy WSO2 Agent Manager on Kubernetes using our Helm charts:
| Chart | Description |
|---|---|
wso2-agent-manager | Main platform deployment |
wso2-amp-platform-resources-extension | Platform resources and build workflows for OpenChoreo |
wso2-amp-observability-extension | Observability stack extension for OpenChoreo |
wso2-amp-evaluation-extension | Evaluation engine extension for Agent Manager |
Getting Started​
2026.11.0 is a short-term support (STS) release available for evaluation. Download Agent Manager from the WSO2 website to receive the required registry credentials by email, or use the credentials provided with your WSO2 subscription. Once you have the credentials, follow the k3d installation guide to get started.
To learn how STS releases differ from long-term support (LTS) releases, see About the STS Release.
Contributing​
We welcome contributions from the community! Here's how you can help:
- Report Issues - Found a bug or have a feature request? Open an issue on GitHub
- Submit Pull Requests - Fork the repository, make your changes, and submit a PR
- Improve Documentation - Help us improve docs, tutorials, and examples
Please ensure your contributions adhere to our coding standards and include appropriate tests.
License​
This project is licensed under the Apache License 2.0 - see the LICENSE file for details.