WSO2 Agent Manager v0.13.1

🚀 Highlights

This release includes a critical fix for a bug related to pulling the Prometheus metrics adapter image in OpenChoreo.

Key Updates

• OpenChoreo Adapter Version Fix
  • Explicitly pinned the metrics-adapter-prometheus adapter version to resolve pod startup failures

📦 Components

Component	Description
amp-console	React 19 + Oxygen UI web dashboard
amp-api	Go-based backend API with explicit adapter version pinning
amp-traces-observer	Trace query API service
amp-evaluation-monitor	Evaluation monitor service
amp-python-instrumentation-provider	Init container for automatic Python agent instrumentation
amp-quick-start	Quick start setup container

🐳 Docker Images

ghcr.io/wso2/amp-console:v0.13.1
ghcr.io/wso2/amp-api:v0.13.1
ghcr.io/wso2/amp-traces-observer:v0.13.1
ghcr.io/wso2/amp-evaluation-monitor:v0.13.1
ghcr.io/wso2/amp-quick-start:v0.13.1
ghcr.io/wso2/amp-python-instrumentation-provider:v0.13.1-python3.10
ghcr.io/wso2/amp-python-instrumentation-provider:v0.13.1-python3.11
ghcr.io/wso2/amp-python-instrumentation-provider:v0.13.1-python3.12
ghcr.io/wso2/amp-python-instrumentation-provider:v0.13.1-python3.13

⎈ Helm Charts

oci://ghcr.io/wso2/wso2-agent-manager:0.13.1
oci://ghcr.io/wso2/wso2-amp-observability-extension:0.13.1
oci://ghcr.io/wso2/wso2-amp-platform-resources-extension:0.13.1
oci://ghcr.io/wso2/wso2-amp-secrets-extension:0.13.1
oci://ghcr.io/wso2/wso2-amp-thunder-extension:0.13.1
oci://ghcr.io/wso2/wso2-amp-evaluation-extension:0.13.1
oci://ghcr.io/wso2/wso2-amp-ai-gateway-extension:0.13.1

📚 Samples

• Customer Support Agent - Sample travel booking agent showcasing LangGraph integration
• Hotel Booking Agent - Sample hotel booking agent with chat interface and Pinecone knowledge base integration

📖 Documentation

See the Quick Start Guide for installation and setup instructions.

🔧 What's Changed

OpenChoreo Adapter Fix

• Explicitly set metrics-adapter-prometheus version to fix pod configuration error by @hanzjk in hansi-patch-13.1

👥 Contributors

• @hanzjk

---

Full Changelog: amp/v0.13.0...amp/v0.13.1

WSO2 Agent Manager v0.13.0

🚀 Highlights

This release brings OpenChoreo & Gateway Upgrades, Observer Service Migration, Guardrail Editing Support, and Quick Start & Infrastructure Improvements.

Key Updates

• OpenChoreo & Gateway Upgrades

  • Migrated to OpenChoreo v1.0.1-hotfix1
  • Upgraded Gateway Operator version to 0.6.0 and Gateway chart version to 1.0.1
  • Added release-name-based naming for gateway bootstrap resources to avoid collisions

• Observer Service Migration

  • Migrated trace observer internals from direct OpenSearch dependency to observer service APIs
  • Added observer.AuthProvider for transparent OAuth2 client_credentials token management with concurrency-safe refresh
  • Rewrote TracingController with parallel root-span enrichment using bounded concurrency
  • Removed all OpenSearch-coupled query logics
  • Added new GET /api/v1/traces/{traceId}/spans endpoint returning lightweight span summaries
  • Updated UI components for observer service API changes (trace list, span details, pagination)

• Guardrail Editing Support

  • Added support for editing existing guardrail configurations on LLM providers
  • Guardrail chips are now clickable to open the edit drawer with pre-filled settings
  • Improved policy parameter form to handle complex guardrail schemas

• Encryption-Based LLM Credential Storage

  • Switched to encryption-based storage for LLM provider credentials
  • Implemented SecretReferenceManager interface to optimize SecretReference handling

• Quick Start & Local Development Improvements

  • Optimized uninstall flow: --delete-cluster now skips redundant Helm cleanup
  • Added Colima profile verification and --delete-colima uninstall option
  • Pinned Flannel to eth0 to keep cluster alive across host IP changes
  • Fixed bootstrap job name references and cert-manager race condition on data plane registration

• Security & Infrastructure

  • Upgraded Thunder to 0.34.0
  • Upgraded go-jose to v4.1.4
  • Refactored authentication to use client_secret_basic for token requests
  • Updated JWKS cache to retry if initial validation fails

• UI/UX Improvements

  • Refactored EnvironmentVariable component layout for improved styling and responsiveness
  • Updated AgentChat component to handle loading states for endpoint fetching
  • Refactored SpanDetailsPanel to improve tab selection logic
  • Disabled send button during loading states

📦 Components

Component	Description
amp-console	React 19 + Oxygen UI web dashboard with guardrail editing, observer service UI updates, and improved trace views
amp-api	Go-based backend API with observer service migration, encryption-based credential storage, and OpenChoreo v1.0.1 support
amp-traces-observer	Trace query API service migrated from OpenSearch to observer service APIs with OAuth2 authentication
amp-evaluation-monitor	Evaluation monitor service updated with new trace API calls
amp-python-instrumentation-provider	Init container for automatic Python agent instrumentation
amp-quick-start	Quick start setup container with Colima profile support, improved cluster resilience, and streamlined uninstall

🐳 Docker Images

ghcr.io/wso2/amp-console:v0.13.0
ghcr.io/wso2/amp-api:v0.13.0
ghcr.io/wso2/amp-traces-observer:v0.13.0
ghcr.io/wso2/amp-evaluation-monitor:v0.13.0
ghcr.io/wso2/amp-quick-start:v0.13.0
ghcr.io/wso2/amp-python-instrumentation-provider:v0.13.0-python3.10
ghcr.io/wso2/amp-python-instrumentation-provider:v0.13.0-python3.11
ghcr.io/wso2/amp-python-instrumentation-provider:v0.13.0-python3.12
ghcr.io/wso2/amp-python-instrumentation-provider:v0.13.0-python3.13

⎈ Helm Charts

oci://ghcr.io/wso2/wso2-agent-manager:0.13.0
oci://ghcr.io/wso2/wso2-amp-observability-extension:0.13.0
oci://ghcr.io/wso2/wso2-amp-platform-resources-extension:0.13.0
oci://ghcr.io/wso2/wso2-amp-secrets-extension:0.13.0
oci://ghcr.io/wso2/wso2-amp-thunder-extension:0.13.0
oci://ghcr.io/wso2/wso2-amp-evaluation-extension:0.13.0
oci://ghcr.io/wso2/wso2-amp-ai-gateway-extension:0.13.0

📚 Samples

• Customer Support Agent - Sample travel booking agent showcasing LangGraph integration
• Hotel Booking Agent - Sample hotel booking agent with chat interface and Pinecone knowledge base integration

📖 Documentation

See the Quick Start Guide for installation and setup instructions.

🔧 What's Changed

Observer Service Migration

• Migrate Trace Observer Internals to Observer Trace APIs by @AnoshanJ in #666
• Update evaluation job and library with new trace API calls by @AnoshanJ in #682
• UI changes for observer service API updates by @rasika2012 in #732
• Refactor SpanDetailsPanel to improve tab selection logic by @rasika2012 in #736

Guardrail Editing & LLM Provider Enhancements

• Add support for guardrail editing by @menakaj in #718
• Use encryption based storage for LLM credentials by @menakaj in #711

OpenChoreo & Gateway

• Migrate to oc v1.0.1-hotfix1 by @hanzjk in #724
• Add policy system parameter config to values.yaml by @menakaj in #735
• Fix ai gateway pvc issue by @menakaj in #734
• Fix invalid gateway being picked when deploying llm proxy by @menakaj in #746

Security & Infrastructure

• Upgrade to thunder 0.34.0 by @menakaj in #726
• Upgrade go-jose version to 4.1.4 by @menakaj in #721
• Refactor authentication to use client_secret_basic for token requests by @hanzjk in #674
• Update jwks cache if initial validation failed by @menakaj in #727
• Set default limits to listing APIs by @hanzjk in #716
• Add deployment status check before triggering a new deployment by @hanzjk in #717

Quick Start & Setup

• Fix quick start installation/uninstallation issues by @hanzjk in #712
• Fix on-k3d guide and add missing container registry setup by @hanzjk in #741
• Fix token retrieval method by @hanzjk in #742
• Fix job name and undefined references by @hanzjk in #741
• Update gateway getting started guide instructions by @hanzjk in #743
• Remove colima profile in uninstallation by @hanzjk in #747

UI/UX Improvements

• Refactor EnvironmentVariable component layout by @rasika2012 in #710
• Update AgentChat component to handle loading states for endpoint call by @rasika2012 in #740

Documentation

• Update docs for ai gateway 1.0.0 by @menakaj in #706
• Fix deploy on your cluster instructions by @menakaj in #713

👥 Contributors

• @AnoshanJ
• @hanzjk
• @menakaj
• @rasika2012

---

Full Changelog: amp/v0.12.0...amp/v0.13.0

WSO2 Agent Manager v0.12.0

🚀 Highlights

This release brings AI Gateway v1.0.0 Upgrade, Secret Management Refactoring, and a new Agent Configuration UI Package.

Key Updates

• AI Gateway v1.0.0 Upgrade

  • Upgraded AI gateway integration from v0.9.0 to v1.0.0
  • Updated event protocol with new required fields (deploymentId, performedAt) for deployment events
  • Migrated API key events to send pre-hashed keys (SHA-256) instead of plain text
  • Updated rate limit and API key auth policy versions from v0 to v1
  • Added gateway development mode and control plane configuration blocks
  • Updated gateway operator version to 0.5.0
  • Fixed gateway connectivity and download URL issues

• Secret Management Improvements

  • Refactored secret management client methods and configurations
  • Added SECRET_MANAGER_API_URL and baseURL configuration for Secret Manager
  • Improved secret handling logic with race condition fixes when creating SecretReference
  • Refactored secret handling to store KV path in SecretRef

• Agent Configuration UI

  • Introduced new @agent-management-platform/configure-agent page package
  • Added lazy loading for ConfigureComponent, AddLLMProviderComponent, and ViewLLMProviderComponent
  • Refactored AgentTypeSummary component with improved form logic and parameter handling

• Security & Infrastructure

  • Updated endpoint URL selection to use HTTPS based on TLS configuration
  • Updated JWKS endpoint for local setup
  • Increased policy listing limit

• Dependency Updates

  • Updated dependencies to fix vulnerabilities
  • Upgraded Oxygen UI packages to v0.8.3
  • Updated Asgardeo React SDK to v0.20.0

📦 Components

Component	Description
amp-console	React 19 + Oxygen UI web dashboard with new agent configuration package and updated dependencies
amp-api	Go-based backend API with AI Gateway v1.0.0 support and refactored secret management
amp-traces-observer	Trace query API service with JWT authentication middleware
amp-evaluation-monitor	Evaluation monitor service
amp-python-instrumentation-provider	Init container for automatic Python agent instrumentation
amp-quick-start	Quick start setup container with updated installation scripts

🐳 Docker Images

  ghcr.io/wso2/amp-console:v0.12.0
  ghcr.io/wso2/amp-api:v0.12.0
  ghcr.io/wso2/amp-traces-observer:v0.12.0
  ghcr.io/wso2/amp-evaluation-monitor:v0.12.0
  ghcr.io/wso2/amp-quick-start:v0.12.0
  ghcr.io/wso2/amp-python-instrumentation-provider:v0.12.0-python3.10
  ghcr.io/wso2/amp-python-instrumentation-provider:v0.12.0-python3.11
  ghcr.io/wso2/amp-python-instrumentation-provider:v0.12.0-python3.12
  ghcr.io/wso2/amp-python-instrumentation-provider:v0.12.0-python3.13

⎈ Helm Charts

  oci://ghcr.io/wso2/wso2-agent-manager:0.12.0
  oci://ghcr.io/wso2/wso2-amp-observability-extension:0.12.0
  oci://ghcr.io/wso2/wso2-amp-platform-resources-extension:0.12.0
  oci://ghcr.io/wso2/wso2-amp-secrets-extension:0.12.0
  oci://ghcr.io/wso2/wso2-amp-thunder-extension:0.12.0
  oci://ghcr.io/wso2/wso2-amp-evaluation-extension:0.12.0
  oci://ghcr.io/wso2/wso2-amp-ai-gateway-extension:0.12.0

📚 Samples

• Customer Support Agent - Sample travel booking agent showcasing LangGraph integration
• Hotel Booking Agent - Sample hotel booking agent with chat interface and Pinecone knowledge base integration

📖 Documentation

See the Quick Start Guide for installation and setup instructions.

🔧 What's Changed

AI Gateway v1.0.0

• Upgrade ai gateway to v1.0.0 by @menakaj in #695
• Fix gateway connectivity with agent manager by @menakaj in #702
• Increase the policy listing limit by @menakaj in #703
• Fix gateway download url by @menakaj in #704

Secret Management

• Refactor secret management client methods and update configurations by @hanzjk in #680
• Add SECRET_MANAGER_API_URL and baseURL configuration for Secret Manager by @hanzjk in #688

UI/UX Improvements

• Add agent configuration package by @rasika2012 in #672
• Refactor AgentTypeSummary component by @rasika2012 in #691

Security & Infrastructure

• Update endpoint URL selection to use HTTPS based on TLS configuration by @hanzjk in #692
• Update JWKS endpoint for local setup by @AnoshanJ in #694

Dependencies & Maintenance

• Update dependencies in package.json to fix vulnerabilities by @hanzjk in #670

👥 Contributors

• @AnoshanJ
• @hanzjk
• @menakaj
• @rasika2012

---

Full Changelog: amp/v0.11.0...amp/v0.12.0

WSO2 Agent Manager v0.10.3

🚀 Highlights

This release brings Authentication & Deployment Configuration Updates addressing authentication method improvements for better integration with OpenChoreo.

Key Updates

• Authentication & OAuth

  • Updated authentication methods to use client_secret_basic across service and deployment configurations

• Helm Chart Configuration

  • Adjusted AI Gateway bootstrap job configuration for client_secret_basic support
  • Aligned Thunder extension and single-cluster deployment values with new authentication approach

📦 Components

Component	Description
amp-console	React 19 + Oxygen UI web dashboard
amp-api	Go-based backend API with authentication method updates
amp-traces-observer	Trace query API service
amp-evaluation-monitor	Evaluation monitor service
amp-python-instrumentation-provider	Init container for automatic Python agent instrumentation
amp-quick-start	Quick start setup container

🐳 Docker Images

  ghcr.io/wso2/amp-console:v0.10.3
  ghcr.io/wso2/amp-api:v0.10.3
  ghcr.io/wso2/amp-traces-observer:v0.10.3
  ghcr.io/wso2/amp-evaluation-monitor:v0.10.3
  ghcr.io/wso2/amp-quick-start:v0.10.3
  ghcr.io/wso2/amp-python-instrumentation-provider:v0.10.3-python3.10
  ghcr.io/wso2/amp-python-instrumentation-provider:v0.10.3-python3.11
  ghcr.io/wso2/amp-python-instrumentation-provider:v0.10.3-python3.12
  ghcr.io/wso2/amp-python-instrumentation-provider:v0.10.3-python3.13

⎈ Helm Charts

  oci://ghcr.io/wso2/wso2-agent-manager:0.10.3
  oci://ghcr.io/wso2/wso2-amp-build-extension:0.10.3
  oci://ghcr.io/wso2/wso2-amp-observability-extension:0.10.3
  oci://ghcr.io/wso2/wso2-amp-platform-resources-extension:0.10.3
  oci://ghcr.io/wso2/wso2-amp-secrets-extension:0.10.3
  oci://ghcr.io/wso2/wso2-amp-thunder-extension:0.10.3
  oci://ghcr.io/wso2/wso2-amp-evaluation-extension:0.10.3
  oci://ghcr.io/wso2/wso2-amp-ai-gateway-extension:0.10.3

📚 Samples

• Customer Support Agent - Sample travel booking agent showcasing LangGraph integration
• Hotel Booking Agent - Sample hotel booking agent with chat interface and Pinecone knowledge base
  integration

📖 Documentation

See the Quick Start Guide for installation and setup instructions.

🔧 What's Changed

Authentication & Deployment Configuration

• Update authentication methods to use Basic Auth and adjust related configurations by @hanzjk in #679
• Update OAuth method for workload publisher by @hanzjk in #681

👥 Contributors

• @hanzjk

Full Changelog: amp/v0.10.2...amp/v0.10.3

WSO2 Agent Manager v0.11.0

🚀 Highlights

This release brings Private Repository Support, Thunder Authentication Migration, and Security Enhancements.

Key Updates

• Private Repository Support

  • Added Git Secrets API for managing git credentials via OpenBao integration
  • Support for private Git repositories when creating agents
  • Secret reference handling for buildpack workflows

• Thunder (Asgardeo V2) Authentication

  • Migrated authentication configuration to use Asgardeo V2 (Thunder)
  • Added organization selector for console multi-tenancy support
  • Updated userInfo fields and sign-out redirect handling

• Security Enhancements

  • Migrated publisher API from shared secret to client credentials
  • Enhanced security in Docker build and agent API configurations
  • Refactored trace configuration to remove API key usage and implement token provider
  • Added TLS support for internal API with configurable disable option

• Platform Refactoring

  • Added extension points to main file for pluggable architecture
  • Refactored workflows, component types, and traits to be namespace-scoped
  • Merged build extension with platform resources extension
  • Implemented ExpireWorkflowRun functionality for monitor deletion

• Observability Improvements

  • Refactored trace functions to use new observer API endpoints with JWT authentication
  • Added info tooltip for undetermined parent spans in TraceExplorer
  • Removed observability BFF routes from agent manager service

• LLM Provider Enhancements

  • Create agent LLM-provider configuration when creating the agent
  • UI implementation for LLM-provider selection at agent creation
  • Improved empty state messaging for service providers

📦 Components

Component	Description
amp-console	React 19 + Oxygen UI web dashboard with organization selector, Thunder auth, and improved LLM provider UX
amp-api	Go-based backend API with private repo support, Thunder auth, and pluggable extension points
amp-traces-observer	Trace query API service with JWT authentication middleware
amp-evaluation-monitor	Evaluation monitor service with workflow run expiration support
amp-python-instrumentation-provider	Init container for automatic Python agent instrumentation
amp-quick-start	Quick start setup container with updated installation scripts

🐳 Docker Images

  ghcr.io/wso2/amp-console:v0.11.0
  ghcr.io/wso2/amp-api:v0.11.0
  ghcr.io/wso2/amp-traces-observer:v0.11.0
  ghcr.io/wso2/amp-evaluation-monitor:v0.11.0
  ghcr.io/wso2/amp-quick-start:v0.11.0
  ghcr.io/wso2/amp-python-instrumentation-provider:v0.11.0-python3.10
  ghcr.io/wso2/amp-python-instrumentation-provider:v0.11.0-python3.11
  ghcr.io/wso2/amp-python-instrumentation-provider:v0.11.0-python3.12
  ghcr.io/wso2/amp-python-instrumentation-provider:v0.11.0-python3.13

⎈ Helm Charts

  oci://ghcr.io/wso2/wso2-agent-manager:0.11.0
  oci://ghcr.io/wso2/wso2-amp-observability-extension:0.11.0
  oci://ghcr.io/wso2/wso2-amp-platform-resources-extension:0.11.0
  oci://ghcr.io/wso2/wso2-amp-secrets-extension:0.11.0
  oci://ghcr.io/wso2/wso2-amp-thunder-extension:0.11.0
  oci://ghcr.io/wso2/wso2-amp-evaluation-extension:0.11.0
  oci://ghcr.io/wso2/wso2-amp-ai-gateway-extension:0.11.0

📚 Samples

• Customer Support Agent - Sample travel booking agent showcasing LangGraph integration
• Hotel Booking Agent - Sample hotel booking agent with chat interface and Pinecone knowledge base
  integration

📖 Documentation

See the Quick Start Guide for installation and setup instructions.

🔧 What's Changed

Security & Authentication

• Migrate from shared secret to client credential for publisher api by @nadheesh in #620
• Enhance security in Docker build and agent API configurations by @hanzjk in #634
• Update authentication configuration to use Asgardeo V2 (Thunder) by @rasika2012 in #641
• Refactor trace configuration and fetching logic to remove API key usage and implement token provider for authentication by @hanzjk in
  #652
• Enable tls for internal api by @menakaj in #660
• Add disable tls option for agent-manager internal service by @menakaj in #657

Platform & Infrastructure

• Add private repository support for agent creation by @hanzjk in #632
• Refactor workflows, component types and traits by @hanzjk in #638
• Add extension points to main file and rename module path by @hanzjk in #644
• Delete workflow run with monitor deletion and fix parameter schema of monitor workflow by @hanzjk in #651
• Make AI gateway endpoint accessible from localhost by @a5anka in #648
• Update CoreDNS custom configuration to use remote file URL by @hanzjk in #659
• Refactor build response handling by @hanzjk in #662
• Update deployment pipeline and project descriptions by @hanzjk in #665

LLM Provider & Agent Configuration

• Create agent llm-provider configuration when creating the agent by @menakaj in #605
• Fix issues identified in llm-providers by @menakaj in #631
• Remove no providers message in create agent form by @menakaj in #661
• Improve no service provider message in create agent llm catalog by @menakaj in #664

Observability & Tracing

• Refactor trace functions and update API documentation by @rasika2012 in #636
• Add info tooltip for undetermined parent spans in TraceExplorer by @rasika2012 in #629
• Update obsApiBaseUrl in values.yaml by @rasika2012 in #654

UI/UX Improvements

• Add organization selector for console by @rasika2012 in #650
• Simplify color scheme support by removing media queries by @rasika2012 in #646
• Update sign-out fallback redirect by @rasika2012 in #663
• Update userInfo fields in authHooks by @rasika2012 in #667

Documentation & Setup

• Update version placeholder replacement logic in Makefile by @AnoshanJ in #625
• Update correct OC and agent manager versions in docs (0.10.x) and current by @menakaj in #643
• Fix agent manager 10.x docs and next docs to match with oc by @menakaj in #649
• Fix issues in install.sh script by @hanzjk in #653
• Fix installation issues in quick start guide by @hanzjk in #655

Bug Fixes

• Fix litellm version during PR checks by @nadheesh in #628

👥 Contributors

• @a5anka
• @AnoshanJ
• @hanzjk
• @menakaj
• @nadheesh
• @rasika2012

---

Full Changelog: amp/v0.10.0...amp/v0.11.0

WSO2 Agent Manager v0.10.2

🚀 Highlights

This release brings LLM Provider & Guardrails Bug Fixes addressing issues identified in the LLM provider flow.

Key Updates

• LLM Provider & AI Gateway

  • Fixed API key generation issue in LLM provider
  • Removed unnecessary key prefix validation and fixed API key header name
  • Fixed LLM service provider update flow
  • Fixed LLM configuration update issue when guardrails are applied

• Guardrails UI

  • Indicate already-applied guardrails in the listing

• Policy & Agent Configuration

  • Fixed policy parameter editor by adding validations to required fields
  • Fixed agent configuration service issues
  • Delete agent-level LLM config when deleting an agent

📦 Components

Component	Description
amp-console	React 19 + Oxygen UI web dashboard with LLM provider fixes and guardrails UI improvements
amp-api	Go-based backend API with LLM provider and agent configuration fixes
amp-traces-observer	Trace query API service
amp-evaluation-monitor	Evaluation monitor service
amp-python-instrumentation-provider	Init container for automatic Python agent instrumentation
amp-quick-start	Quick start setup container

🐳 Docker Images

ghcr.io/wso2/amp-console:v0.10.2
ghcr.io/wso2/amp-api:v0.10.2
ghcr.io/wso2/amp-traces-observer:v0.10.2
ghcr.io/wso2/amp-evaluation-monitor:v0.10.2
ghcr.io/wso2/amp-quick-start:v0.10.2
ghcr.io/wso2/amp-python-instrumentation-provider:v0.10.2-python3.10
ghcr.io/wso2/amp-python-instrumentation-provider:v0.10.2-python3.11
ghcr.io/wso2/amp-python-instrumentation-provider:v0.10.2-python3.12
ghcr.io/wso2/amp-python-instrumentation-provider:v0.10.2-python3.13

⎈ Helm Charts

oci://ghcr.io/wso2/wso2-agent-manager:0.10.2
oci://ghcr.io/wso2/wso2-amp-build-extension:0.10.2
oci://ghcr.io/wso2/wso2-amp-observability-extension:0.10.2
oci://ghcr.io/wso2/wso2-amp-platform-resources-extension:0.10.2
oci://ghcr.io/wso2/wso2-amp-secrets-extension:0.10.2
oci://ghcr.io/wso2/wso2-amp-thunder-extension:0.10.2
oci://ghcr.io/wso2/wso2-amp-evaluation-extension:0.10.2
oci://ghcr.io/wso2/wso2-amp-ai-gateway-extension:0.10.2

📚 Samples

• Customer Support Agent - Sample travel booking agent showcasing LangGraph integration
• Hotel Booking Agent - Sample hotel booking agent with chat interface and Pinecone knowledge base integration

📖 Documentation

See the Quick Start Guide for installation and setup instructions.

🔧 What's Changed

LLM Provider & AI Gateway

• Fix llm provider flow issues by @menakaj in #642

👥 Contributors

• @menakaj

---

Full Changelog: amp/v0.10.0...amp/v0.10.2

WSO2 Agent Manager v0.10.0

🚀 Highlights

This release brings OpenChoreo v1.0.0-rc1 Migration, Resource Management UI, and Evaluation Improvements.

Key Updates

• OpenChoreo v1.0.0-rc1 Migration

  • Migrated platform to OpenChoreo v1.0.0-rc1 with updated setup scripts and Helm charts
  • Refactored component workflows to use ClusterWorkflow kind
  • Updated quick start guide and installation scripts for OC migrations
  • DNS-1123 compliant naming for WorkflowRun resources

• Resource Management UI

  • New deploy card with resource usage metrics and auto-refresh capability
  • EditResourceConfigsDrawer component for managing resource requests and limits
  • Workload image extraction from OpenChoreo annotations

• Evaluation Improvements

  • Removed threshold parameter from built-in LLM judge evaluators
  • Fixed builtin evaluator issues and tag handling
  • Improved evaluator listing UI and interaction patterns
  • Fixed evaluation monitor creation and data publishing errors

• LLM Provider & AI Gateway

  • Fixed LLM provider create and deploy flow
  • Refactored LLM provider components with improved empty state messaging
  • AI Gateway installation instructions and documentation

• Documentation Site Changes

  • Refactored documentation site structure and release workflow
  • Added AI Chat functionality for documentation search (Algolia)
  • Added custom evaluators tutorial and AI gateway docs

📦 Components

Component	Description
amp-console	React 19 + Oxygen UI web dashboard with resource management, error handling, and LLM provider UI
amp-api	Go-based backend API with OpenChoreo v1.0.0-rc1 support and evaluator fixes
amp-traces-observer	Trace query API service
amp-evaluation-monitor	Evaluation monitor service with fixed creation flow and data publishing
amp-python-instrumentation-provider	Init container for automatic Python agent instrumentation
amp-quick-start	Quick start setup container with updated OC migration scripts

🐳 Docker Images

ghcr.io/wso2/amp-console:v0.10.0
ghcr.io/wso2/amp-api:v0.10.0
ghcr.io/wso2/amp-traces-observer:v0.10.0
ghcr.io/wso2/amp-evaluation-monitor:v0.10.0
ghcr.io/wso2/amp-quick-start:v0.10.0
ghcr.io/wso2/amp-python-instrumentation-provider:v0.10.0-python3.10
ghcr.io/wso2/amp-python-instrumentation-provider:v0.10.0-python3.11
ghcr.io/wso2/amp-python-instrumentation-provider:v0.10.0-python3.12
ghcr.io/wso2/amp-python-instrumentation-provider:v0.10.0-python3.13

⎈ Helm Charts

oci://ghcr.io/wso2/wso2-agent-manager:0.10.0
oci://ghcr.io/wso2/wso2-amp-build-extension:0.10.0
oci://ghcr.io/wso2/wso2-amp-observability-extension:0.10.0
oci://ghcr.io/wso2/wso2-amp-platform-resources-extension:0.10.0
oci://ghcr.io/wso2/wso2-amp-secrets-extension:0.10.0
oci://ghcr.io/wso2/wso2-amp-thunder-extension:0.10.0
oci://ghcr.io/wso2/wso2-amp-evaluation-extension:0.10.0
oci://ghcr.io/wso2/wso2-amp-ai-gateway-extension:0.10.0

📚 Samples

• Customer Support Agent - Sample travel booking agent showcasing LangGraph integration
• Hotel Booking Agent - Sample hotel booking agent with chat interface and Pinecone knowledge base integration

📖 Documentation

See the Quick Start Guide for installation and setup instructions.

🔧 What's Changed

Platform & Infrastructure

• Migrate to OC-v1.0.0-rc1 by @hanzjk in #554
• Fix issues in quick start guide by @hanzjk in #603
• Update Helm chart values for quick install by @hanzjk in #606
• Fix CA cert retrieval in quick start by @hanzjk in #608

Agent Monitoring & Evaluation

• Improve evaluator list UX and fix tag handling by @nadheesh in #563
• Remove helm hooks from evaluation extension workflow templates by @nadheesh in #571
• Fix evaluation monitors not creation and data publishing error by @menakaj in #579
• Remove threshold param from built-in LLM judge evaluators by @nadheesh in #591
• Fix builtin evaluator issues flagged in PR #531 by @nadheesh in #598
• Evaluator Listing UI and Interaction Improvements by @rasika2012 in #602

LLM Provider & AI Gateway

• Fix llm-provider create and deploy flow by @menakaj in #588
• Fix typos in agent level llm configuration page by @menakaj in #621
• Refactor LLM provider components and update empty state messaging by @rasika2012 in #622

UI/UX Improvements

• Implement Global Error States and User-Facing Error Messages by @rasika2012 in #577
• Introduce resource manage views by @rasika2012 in #595
• Update success verb mappings in ApiMutationOptions by @rasika2012 in #614
• Hide snackbar for auth errors and fix typo by @rasika2012 in #617
• Show snack bar only for authenticated users by @rasika2012 in #618
• Fix logout functionality issue by @rasika2012 in #619

Documentation

• Update installation docs with ai-gateway installation steps by @menakaj in #580
• Fix typo in agent manager api url by @menakaj in #581
• Add ai gateway installation instructions to doc site by @menakaj in #582
• Add custom evaluators tutorial and extend evaluation docs by @nadheesh in #584
• Update docs for v0.9.0 by @AnoshanJ in #585
• Add go report card badge by @menakaj in #586
• Remove old documentation web files by @AnoshanJ in #592
• Add ai gateway and llm provider docs by @menakaj in #593
• Improve documentation release workflow and refactor documentation site by @AnoshanJ in #507
• Add AI Chat functionality for documentation search by @AnoshanJ in #609
• Fix quick-start broken link and Update redirect paths in documentation by @AnoshanJ in #612

👥 Contributors

• @a5anka
• @AnoshanJ
• @hanzjk
• @menakaj
• @nadheesh
• @rasika2012

---

Full Changelog: amp/v0.9.0...amp/v0.10.0

WSO2 Agent Manager v0.9.0

🚀 Highlights

This release brings AI Gateway Integration, LLM Service Provider Management, Agent-Level LLM Provider Configuration, Custom Evaluators, and Agent Lifecycle Controls.

Key Updates

• AI Gateway Integration

  • A pre-configured WSO2 API Platform AI Gateway available out-of-the-box
  • Register and manage external AI gateways (API Platform AI gateway)

• LLM Service Provider Management

  • Register and deploy LLM service providers at the organization level
  • Apply security settings, rate limiting, and guardrail policies

• Agent Level LLM Provider Configuration

  • Configure which LLM provider and model each agent uses, per environment, from a new "Configure" page
  • Browse the LLM service provider catalog, apply agent-specific guardrails, and manage environment-specific overrides from the UI
  • Sensitive configuration values (API keys) are stored as secrets and injected as environment variables at runtime

• Custom Evaluators

  • Write and manage your own evaluators — code-based or LLM-judge — directly from the console
  • LLM judge evaluators support configurable prompts, schema-driven config, and automatic retries
  • Built-in evaluator catalog enriched with type and source metadata; Faithfulness and GoalClarity consolidated into Groundedness
  • Evaluator scores now visible per-run in monitor dashboards and per-span in trace view

• Agent Lifecycle Controls

  • Suspend active deployments and re-deploy suspended agents without redeployment from scratch
  • Autoscaling (HPA) support with configurable min/max replicas per component
  • Environment variables can now be marked as sensitive — values are masked in the UI and stored in the secret store

📦 Components

Component	Description
amp-console	React 19 + Oxygen UI web dashboard with LLM provider UI, custom evaluators, and AI gateway management
amp-api	Go-based backend API with AI gateway integration, custom evaluator APIs, and LLM provider management
amp-traces-observer	Trace query API with improved aggregation, deduplication, and rootSpan validation
amp-evaluation-monitor	Evaluation monitor with custom LLM judge evaluator support
amp-python-instrumentation-provider	Init container for automatic Python agent instrumentation
amp-quick-start	Quick start setup container with port availability checks and improved pod wait logic

🐳 Docker Images

ghcr.io/wso2/amp-console:v0.9.0
ghcr.io/wso2/amp-api:v0.9.0
ghcr.io/wso2/amp-traces-observer:v0.9.0
ghcr.io/wso2/amp-evaluation-monitor:v0.9.0
ghcr.io/wso2/amp-quick-start:v0.9.0
ghcr.io/wso2/amp-python-instrumentation-provider:v0.9.0-python3.10
ghcr.io/wso2/amp-python-instrumentation-provider:v0.9.0-python3.11
ghcr.io/wso2/amp-python-instrumentation-provider:v0.9.0-python3.12
ghcr.io/wso2/amp-python-instrumentation-provider:v0.9.0-python3.13

⎈ Helm Charts

oci://ghcr.io/wso2/wso2-agent-manager:0.9.0
oci://ghcr.io/wso2/wso2-amp-build-extension:0.9.0
oci://ghcr.io/wso2/wso2-amp-observability-extension:0.9.0
oci://ghcr.io/wso2/wso2-amp-platform-resources-extension:0.9.0
oci://ghcr.io/wso2/wso2-amp-secrets-extension:0.9.0
oci://ghcr.io/wso2/wso2-amp-thunder-extension:0.9.0
oci://ghcr.io/wso2/wso2-amp-evaluation-extension:0.9.0
oci://ghcr.io/wso2/wso2-amp-ai-gateway-extension:0.9.0

🔧 What's Changed

AI Gateway Integration

• Add amp ai gateway extension by @menakaj in #538
• Migrate ingress gateway to API-Platform by @AnoshanJ in #536
• Add assigned policy list to catalog response by @menakaj in #548
• Set default access control for llm-providers by @menakaj in #568

LLM Service Provider Management

• LLM-Provider UI (Org Level) by @rasika2012 in #509
• Fix the secret locator path and add LLM Providers to catalog by default by @menakaj in #506

Agent Level LLM Provider Configuration

• UI for managing agent model configurations by @rasika2012 in #532
• Add overriding environment variables by create and update by @menakaj in #513
• Update internal agents with the agent-llm-config by @menakaj in #517

Custom Evaluators

• Support custom user-defined evaluators for agent evaluation by @nadheesh in #531
• Improve evaluator visibility in traces and monitor runs by @nadheesh in #526
• Improve evaluation job logging and LLM judge retry prompt by @nadheesh in #549
• Improve evaluator list UX and fix tag handling by @nadheesh in #563
• Remove helm hooks from evaluation extension workflow templates by @nadheesh in #571

Agent Lifecycle Controls

• Capability to undeploy/redeploy agents by @hanzjk in #510
• Introduce traits for API key secret injection, OTEL configuration, and HPA support by @hanzjk in #524
• Configure secrets as env variables by @hanzjk in #503
• Refactor OpenChoreo client methods for environment-specific resource configuration by @hanzjk in #542

Evaluation & Traces

• Batch time-series endpoint and embedded run scores by @nadheesh in #508
• Preserve trace tree structure with bridge chain spans by @nadheesh in #515
• Enhance trace data handling with composite aggregation, deduplication and rootSpan validation by @AnoshanJ in #500
• Add run existence validation to prevent 200 with empty results for non-existent runs by @nadheesh in #497
• Enable OTel Collector in OpenChoreo Observability Plane for OC v0.16.0 by @AnoshanJ in #514
• Update observability and setup to work for oc 0.16 by @AnoshanJ in #519
• Set traceloop-sdk version range by @AnoshanJ in #537
• Add various test cases and CI checks for traces-observer-service by @AnoshanJ in #491

Platform & Infrastructure

• Migrate to Open Choreo v0.16.0 by @hanzjk in #501
• Update Control Plane installation and component type defaults by @hanzjk in #529
• Refactor error handling and validation responses by @hanzjk in #544
• Modify the quickstart for oc v0.16.0 by @hanzjk in #505
• Add port availability checks for k3d cluster setup by @hanzjk in #535
• Fix quickstart install hang caused by kubectl wait race with Job pods by @a5anka in #541

Bug Fixes

• Fix monitor run logs failing due to missing namespace param by @nadheesh in #521
• Fix evaluation monitors not creation and data publishing error by @menakaj in #579
• Fix minor bugs on llm provider org ui's by @rasika2012 in #528
• Fix llm-provider api key unauthenticated and environment variable update not propagated issues by @menakaj in #559
• Fix secret-ref name being overridden by env secret-ref by @menakaj in #567
• Fix system-provided secrets being handled as user-provided secrets by @menakaj in #566
• Fix JWT authentication configuration by @AnoshanJ in #560
• Fix build logs not fetching issue by [@menakaj]...

WSO2 Agent Manager v0.8.0

🚀 Highlights

This release brings Enhanced Evaluation Dashboard, Secret Management APIs, and Agent-level LLM Configuration APIs.

Key Updates

• Enhanced Evaluation Dashboard

  • Evaluation dashboard with agent-level and model-level score breakdowns
  • Evaluation scores displayed in trace view
  • Improved evaluator naming and representation

• Secret Management with OpenBao Integration

  • Backend APIs for OpenBao KV store integration for secure secret management
  • Secret lifecycle management for agent deployments
  • Updated Docker Compose and Helm chart support for OpenBao

• Agent-Level LLM Configuration

  • Backend APIs for per-agent LLM provider configuration
  • Token revocation and gateway token endpoints
  • Improved LLM proxy deployment

• Traces Observer Improvements

  • Improved CrewAI rootSpan parsing and endpoint validation
  • Pagination and performance improvements

📦 Components

Component	Description
amp-console	React 19 + Oxygen UI web dashboard with enhanced eval dashboard and trace export
amp-api	Go-based backend API with secret management and agent LLM config support
amp-traces-observer	Trace query API with improved pagination and CrewAI support
amp-evaluation-monitor	Evaluation monitor service for continuous agent evaluation
amp-python-instrumentation-provider	Init container for automatic Python agent instrumentation
amp-quick-start	Quick start setup container

🐳 Docker Images

ghcr.io/wso2/amp-console:v0.8.0
ghcr.io/wso2/amp-api:v0.8.0
ghcr.io/wso2/amp-traces-observer:v0.8.0
ghcr.io/wso2/amp-evaluation-monitor:v0.8.0
ghcr.io/wso2/amp-quick-start:v0.8.0
ghcr.io/wso2/amp-python-instrumentation-provider:v0.8.0-python3.10
ghcr.io/wso2/amp-python-instrumentation-provider:v0.8.0-python3.11
ghcr.io/wso2/amp-python-instrumentation-provider:v0.8.0-python3.12
ghcr.io/wso2/amp-python-instrumentation-provider:v0.8.0-python3.13

⎈ Helm Charts

oci://ghcr.io/wso2/wso2-agent-manager:0.8.0
oci://ghcr.io/wso2/wso2-amp-build-extension:0.8.0
oci://ghcr.io/wso2/wso2-amp-observability-extension:0.8.0
oci://ghcr.io/wso2/wso2-amp-platform-resources-extension:0.8.0
oci://ghcr.io/wso2/wso2-amp-secrets-extension:0.8.0
oci://ghcr.io/wso2/wso2-amp-thunder-extension:0.8.0
oci://ghcr.io/wso2/wso2-amp-evaluation-extension:0.8.0

📚 Samples

• Customer Support Agent - Sample travel booking agent showcasing LangGraph integration
• Hotel Booking Agent - Sample hotel booking agent with chat interface and Pinecone knowledge base integration

📖 Documentation

See the Quick Start Guide for installation and setup instructions.

🔧 What's Changed

Agent Monitoring & Evaluation

• Add level-aware eval dashboard with agent/model breakdowns by @nadheesh in #481
• Add evaluation scores to trace view and improve evaluator naming by @nadheesh in #493

Secret Management

• Add Secret Management with OpenBao KV Store Integration by @hanzjk in #431
• Update Dockerfile and docker-compose for local setup by @hanzjk in #484

Agent LLM Configuration

• Add agent LLM configs implementation by @menakaj in #425

Traces & Observability

• Improve Traces Observer to address issues with pagination, parsing and performance by @AnoshanJ in #457
• Improve CrewAI rootSpan parsing and endpoint validation by @AnoshanJ in #475
• Add pagination to console trace export by @AnoshanJ in #496

UI/UX Improvements

• Update MetricsTooltip Component by @rasika2012 in #456
• Minor bugs fixes for Eval/Monitor UIs by @rasika2012 in #489

Platform & Infrastructure

• Update OpenChoreo Control Plane Helm chart version by @hanzjk in #474

Samples

• Convert Hotel-Booking Agent to Match Chat Agent Interface by @venumigihansa in #480

Documentation

• Minor upgrades for documentation by @AnoshanJ in #458
• Add evaluation feature documentation by @nadheesh in #462
• Update Documentation site dependency to latest version by @AnoshanJ in #463
• Add client side search to docs as Algolia fallback by @AnoshanJ in #482
• Upgrade dependency for Docusaurus to fix security vulnerability and add PR check by @AnoshanJ in #494

CI/CD & Release

• Migrate CI workflows to CodeBuild runners by @a5anka in #468
• Migrate agent-manager test job to CodeBuild runners by @a5anka in #469

👥 Contributors

• @a5anka
• @AnoshanJ
• @hanzjk
• @menakaj
• @nadheesh
• @rasika2012
• @venumigihansa

---

Full Changelog: amp/v0.7.0...amp/v0.8.0

WSO2 Agent Manager v0.7.0

🚀 Highlights

This release brings Agent Monitoring & Evaluation, LLM Provider Governance APIs, and configurable auto-instrumentation.

Key Updates

• Agent Monitoring & Continuous Evaluation

  • Trace-based evaluation framework with scheduled and historical monitors (no runtime impact)
  • 26 built-in evaluators: rule-based (latency, tokens, tools, policy checks) and LLM-as-judge (accuracy, safety, reasoning, tone, etc.)
  • Evaluation at trace, agent, and LLM-call levels
  • Full console UI with radar charts, time-series trends, per-evaluator breakdowns, run history, and logs
  • Adaptive time-series granularity for score analysis

• LLM Provider Governance APIs

  • Backend APIs for LLM Catalog with in-memory template store
  • LLM provider deployment support with WebSocket event broadcasting
  • Refactored LLM proxy for improved governance and control

• Configurable Auto-Instrumentation

  • Option to disable auto-instrumentation for agents managing their own observability

Evaluators

Evaluation Dashboard

📦 Components

Component	Description
amp-console	React 19 + Oxygen UI web dashboard with new Monitor/Eval UI
amp-api	Go-based backend API with LLM Catalog, monitoring, and evaluation support
amp-traces-observer	Trace query API for observability data
amp-evaluation-monitor	Evaluation monitor service for continuous agent evaluation
amp-python-instrumentation-provider	Init container for automatic Python agent instrumentation
amp-quick-start	Quick start setup container

🐳 Docker Images

ghcr.io/wso2/amp-console:v0.7.0
ghcr.io/wso2/amp-api:v0.7.0
ghcr.io/wso2/amp-traces-observer:v0.7.0
ghcr.io/wso2/amp-evaluation-monitor:v0.7.0
ghcr.io/wso2/amp-quick-start:v0.7.0
ghcr.io/wso2/amp-python-instrumentation-provider:v0.7.0-python3.10
ghcr.io/wso2/amp-python-instrumentation-provider:v0.7.0-python3.11
ghcr.io/wso2/amp-python-instrumentation-provider:v0.7.0-python3.12
ghcr.io/wso2/amp-python-instrumentation-provider:v0.7.0-python3.13

⎈ Helm Charts

oci://ghcr.io/wso2/wso2-agent-manager:0.7.0
oci://ghcr.io/wso2/wso2-amp-build-extension:0.7.0
oci://ghcr.io/wso2/wso2-amp-observability-extension:0.7.0
oci://ghcr.io/wso2/wso2-amp-platform-resources-extension:0.7.0
oci://ghcr.io/wso2/wso2-amp-thunder-extension:0.7.0
oci://ghcr.io/wso2/wso2-amp-evaluation-extension:0.7.0

📚 Samples

• Customer Support Agent - Sample travel booking agent showcasing LangGraph integration
• Hotel Booking Agent - Sample hotel booking agent with Pinecone knowledge base integration

📖 Documentation

See the Quick Start Guide for installation and setup instructions.

🔧 What's Changed

Agent Monitoring & Evaluation

• Implement Monitors for Evaluating Agents on Continuous Production Traces by @nadheesh in #363
• Include project and agent names as monitor path params by @nadheesh in #375
• Add Platform Support for Storing & Visualizing Monitor Evaluation Results by @nadheesh in #401
• Improve evaluator representation by @nadheesh in #417
• Add endpoint to fetch monitor run results by @nadheesh in #420
• Major refactor to AMP evaluation SDK by @nadheesh in #421
• Monitor/Eval UI implementation by @rasika2012 in #422
• Add support for llm-judge type evaluators by @nadheesh in #429
• Trigger evaluation run on past monitor update by @nadheesh in #438
• Improvements for Evaluation/Monitor UI by @rasika2012 in #443
• Adaptive time series granularity for evaluation scores by @nadheesh in #444
• Avoid encryption config validation during migration by @nadheesh in #448

LLM Provider Governance

• Refactor api-platform integration by @menakaj in #348
• Remove redundant gateway llm-provider mapping table and implementation by @menakaj in #373
• Add LLM Catalog API implementation by @menakaj in #386
• Refactor: use organization name and remove org uuid by @menakaj in #402
• Load llm-provider templates from in-memory store and update helm charts by @menakaj in #412

UI/UX Improvements

• Configure Thunder for the UI by @rasika2012 in #396
• Fix validation logic for ID token and update Key Manager configuration by @rasika2012 in #413
• Addressed minor UI issues within the console by @rasika2012 in #426

Platform & Infrastructure

• Inject API-Key for internal agent instrumentation by @hanzjk in #366
• Make AuthProvider injectable via InitializeAppParams by @a5anka in #376
• Add option to disable auto-instrumentation feature for agents by @AnoshanJ in #392
• Remove amp-eval builtin list generation by @nadheesh in #409
• Update JWKS URL for Key Manager in values.yaml by @hanzjk in #415
• Remove development certificates by @menakaj in #445
• Use AWS public docker registry for pulling python image by @menakaj in #447
• Update OpenTelemetry exporterEndpoint to use correct service URL by @hanzjk in #450
• Make evaluation-job image config-driven by @a5anka in #451
• Cache Helm chart dependencies to avoid Docker Hub rate limits by @nadheesh in #440

Samples

• Add hotel booking agent sample by @venumigihansa in #300

CI/CD & Release

• Add amp-evaluation sdk release workflows by @nadheesh in #406
• Skip release note creation for RC releases by @a5anka in #424
• Add evaluation extension to release pipelines and documentation by @nadheesh in #435
• Generate release body dynamically from release-config.json by @a5anka in #452
• Prevent script injection in release workflow run blocks by @a5anka in #453
• Name each workflow run with release version by @menakaj in #454

👥 Contributors

• @a5anka
• @AnoshanJ
• @hanzjk
• @menakaj
• @nadheesh
• @rasika2012
• @venumigihansa

---

Full Changelog: amp/v0.6.0...amp/v0.7.0