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WSO2 Agent Manager v0.16.0

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@github-actions github-actions released this 15 Jun 08:54
· 341 commits to main since this release
amp/v0.16.0
2ec45cd

🚀 Highlights

This release introduces an identity and access management layer with a full RBAC permission model, per-agent rate limiting, gateway-routed LLM-as-judge support across all providers, an instrumentation compatibility-matrix test suite with the 0.3.0 instrumentation baseline, scripted standalone/VM installers, and an improved Agent Overview experience.

Key Updates

  • Identity & Access Management (RBAC)

    • New identity management layer with a role-based access control permission model with predefined roles and a read-only flag to prevent editing built-in roles

  • Per-Agent Rate Limiting & LLM Configuration

    • Per-agent (per-consumer) rate limit configuration option
    • Partial LLM configuration creation with catalog filtering by environment

  • Evaluation & LLM-as-Judge

    • Adopted any-llm as the LLM-as-judge client
    • Gateway-routed LLM judges now supported across all providers, including Azure AI Foundry and Bedrock
    • Fixed empty-output templated LLM-judge scores and eval monitor error messages

  • Instrumentation & Compatibility Matrix

    • Instrumentation bumped to 0.3.0 on traceloop-sdk 0.61.0, set as the default for new agents

  • Installation & Deployment

    • Scripted standalone install for Agent Manager on a VM with Docker
    • Config-driven advanced VM installer with custom domains and TLS modes
    • AMP Console branding and layout configuration exposed through the Helm chart

  • Console & UI

    • Improved Agent Overview page with observability and evaluation surfaces, build status, and metrics visualization

📦 Components

Component Description
amp-console React 19 + Oxygen UI web dashboard with RBAC user management, improved Agent Overview, and configurable branding
amp-api Go-based backend API with identity management (RBAC), per-agent rate limiting, and environment-scoped LLM configuration
amp-traces-observer Trace query API service with in-memory trace I/O fallback for export
amp-evaluation-monitor Evaluation monitor service with any-llm judge client and gateway-routed providers
amp-python-instrumentation-provider Init container for automatic Python agent instrumentation (0.3.0 / traceloop-sdk 0.61.0)
amp-quick-start Quick start setup container
amctl CLI for managing agents, projects, deployments, observability, and skills

🐳 Docker Images

ghcr.io/wso2/amp-console:v0.16.0
ghcr.io/wso2/amp-api:v0.16.0
ghcr.io/wso2/amp-traces-observer:v0.16.0
ghcr.io/wso2/amp-evaluation-monitor:v0.16.0
ghcr.io/wso2/amp-quick-start:v0.16.0
ghcr.io/wso2/amp-python-instrumentation-provider:0.3.0-python3.10
ghcr.io/wso2/amp-python-instrumentation-provider:0.3.0-python3.11
ghcr.io/wso2/amp-python-instrumentation-provider:0.3.0-python3.12
ghcr.io/wso2/amp-python-instrumentation-provider:0.3.0-python3.13

⎈ Helm Charts

oci://ghcr.io/wso2/wso2-agent-manager:0.16.0
oci://ghcr.io/wso2/wso2-amp-observability-extension:0.16.0
oci://ghcr.io/wso2/wso2-amp-platform-resources-extension:0.16.0
oci://ghcr.io/wso2/wso2-amp-thunder-extension:0.16.0
oci://ghcr.io/wso2/wso2-amp-evaluation-extension:0.16.0
oci://ghcr.io/wso2/wso2-amp-api-platform-gateway-extension:0.16.0

📚 Samples

📖 Documentation

See the Quick Start Guide for installation and setup instructions.

🔧 What's Changed

Identity & Access Management (RBAC)

Per-Agent Rate Limiting & LLM Configuration

  • Implement per-agent rate limit configuration option by @menakaj in #982
  • Allow partial llm configuration creation and filter catalog based on environment by @menakaj in #978
  • Fix agent-llm configs not deleting when agent is deleted by @menakaj in #1011

Evaluation & LLM-as-Judge

  • Adopt any-llm as the LLM-as-judge client by @RAVEENSR in #1010
  • Support all providers for gateway-routed LLM judges by @RAVEENSR in #1014
  • Fix Azure and Bedrock judge routing through the gateway by @RAVEENSR in #1016
  • Use generic LLM wording in eval user-facing surfaces by @RAVEENSR in #998
  • Fix empty-output templated LLM-judge scores by @RAVEENSR in #1050
  • Fix eval monitors error messages by @menakaj in #953

Instrumentation & Compatibility Matrix

  • Add instrumentation compatibility-matrix test suite by @RAVEENSR in #970
  • Make the instrumentation-matrix heavy tier run green in CI by @RAVEENSR in #977
  • Add a deployable CrewAI sample for the heavy-tier per-framework axis by @RAVEENSR in #980
  • Fix the deployed CrewAI agent crashing on a read-only HOME by @RAVEENSR in #983
  • Bump instrumentation to 0.3.0 (traceloop-sdk 0.61.0) by @RAVEENSR in #987
  • Update lingering 0.60.0/0.2.1 references to 0.61.0/0.3.0 by @RAVEENSR in #990
  • Write CoreDNS host aliases before k3d restart by @RAVEENSR in #993
  • Localize heavy-tier span-delivery failures to a pipeline boundary by @RAVEENSR in #995
  • Make CrewAI sample docs outsider-friendly by @RAVEENSR in #997
  • Request RBAC scopes in heavy matrix token call by @RAVEENSR in #1033
  • Use dedicated instrumentation test secrets in matrix workflows by @RAVEENSR in #1043

Gateway & CORS

  • Add CORS configuration section to deployment drawer by @AnoshanJ in #959
  • Fix api key events not being delivered on gw-cold start by @menakaj in #969
  • Move jwt-auth header config from gateway system params to user params for tracing-proxy by @AnoshanJ in #976
  • Add authheaderscheme field to apiGateway system configuration by @AnoshanJ in #991

Installation & Deployment

  • Add scripted standalone install for Agent Manager on a VM with Docker by @RAVEENSR in #1017
  • Add config-driven advanced VM installer with custom domains and TLS modes by @RAVEENSR in #1051
  • Add AMP Console branding and layout configuration to Helm chart by @rasika2012 in #973

amctl CLI

  • Simplify agent create model config: flat --llm-* flags + provider check by @jhivandb in #1023
  • Add amctl PR checks workflow by @jhivandb in #986
  • Add OAuth scopes to docker compose service by @jhivandb in #1036

Console & UI

Documentation

Infrastructure & Bug Fixes

  • Fix go.mod and imports for traces-observer by @jhivandb in #971
  • Pin Node-20 GitHub Actions to their Node-24 versions by @RAVEENSR in #979

👥 Contributors

Full Changelog: amp/v0.15.0...amp/v0.16.0

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