# agent-governance-toolkit | Microsoft | Knowledge Base | Instagit

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

GitHub Stars: 3.2k

Repository: https://github.com/microsoft/agent-governance-toolkit

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## Articles

### [Configuring AnnexIVDocument Export for EU AI Act Compliance Reporting](/microsoft/agent-governance-toolkit/configuring-annexivdocument-export-eu-ai-act-reporting)

Configure AnnexIVDocument export for EU AI Act compliance reporting with the Agent Governance Toolkit. Automatically generate Markdown dossiers and JSON manifests for Article 11 and Annex IV evidence.

- Tags: how-to-guide
- Published: 2026-05-29

### [Implementing QuarantineManager for Isolating Untrusted Agents in Microsoft's Agent Governance Toolkit](/microsoft/agent-governance-toolkit/implementing-quarantinemanager-isolating-untrusted-agents)

Implement QuarantineManager in Microsoft's Agent Governance Toolkit to isolate untrusted agents. Learn how to log and manage policy violations for enhanced agent security.

- Tags: how-to-guide
- Published: 2026-05-29

### [Setting up VectorClockManager for Causal Ordering in Multi-Agent Sessions](/microsoft/agent-governance-toolkit/setting-up-vectorclockmanager-causal-ordering-multi-agent-sessions)

Learn to set up VectorClockManager for causal ordering in multi-agent sessions using IsolationLevel.SERIALIZABLE. Ensure consistent distributed agent writes.

- Tags: how-to-guide
- Published: 2026-05-29

### [Configuring Policy Conflict Resolution with ConflictResolutionStrategy in the Agent Governance Toolkit](/microsoft/agent-governance-toolkit/configuring-policy-conflict-resolution-conflictresolutionstrategy)

Configure policy conflict resolution in the Agent Governance Toolkit. Learn to use ConflictResolutionStrategy with DENY_OVERRIDES, ALLOW_OVERRIDES, PRIORITY_FIRST_MATCH, and MOST_SPECIFIC_WINS.

- Tags: how-to-guide
- Published: 2026-05-29

### [Implementing TrustScore with Five-Dimension Scoring in the Agent Governance Toolkit](/microsoft/agent-governance-toolkit/implementing-trustscore-five-dimension-scoring)

Implement TrustScore with five-dimension scoring in the Agent Governance Toolkit. Dynamically evaluate agent reliability and performance on a 0-1000 scale.

- Tags: how-to-guide
- Published: 2026-05-29

### [Setting Up KubernetesDeployer with GovernanceConfig for Agent Deployment](/microsoft/agent-governance-toolkit/setting-up-kubernetesdeployer-governanceconfig-agent-deployment)

Learn to set up KubernetesDeployer with GovernanceConfig for agent deployment. Mount policy files via Helm for live enforcement without redeployment.

- Tags: how-to-guide
- Published: 2026-05-29

### [Implementing AttestationVerifier with ReferenceValues for Hardware Identity](/microsoft/agent-governance-toolkit/implementing-attestationverifier-referencevalues-hardware-identity)

Implement AttestationVerifier with ReferenceValues for hardware identity. Validate confidential computing identities like SEV-SNP and TDX using provider-neutral verification against declarative policies.

- Tags: how-to-guide
- Published: 2026-05-29

### [Implementing LiabilityLedger with SlashingEngine for Agent Accountability in the Agent Governance Toolkit](/microsoft/agent-governance-toolkit/implementing-liabilityledger-slashingengine-agent-accountability)

Implement LiabilityLedger with SlashingEngine in the Agent Governance Toolkit for robust agent accountability. Discover cryptographically verifiable evidence and automated slashing.

- Tags: how-to-guide
- Published: 2026-05-29

### [How to Set Up FederationEngine for Cross-Org Policy Delegation in Agent Governance Toolkit](/microsoft/agent-governance-toolkit/setting-up-federationengine-cross-org-policy-delegation)

Easily set up FederationEngine for cross-org policy delegation. Configure YAML policies, trust, and conditional delegations to manage agent governance effectively.

- Tags: how-to-guide
- Published: 2026-05-29

### [Implementing SagaOrchestrator for Reversible Agent Operations in the Agent Governance Toolkit](/microsoft/agent-governance-toolkit/implementing-sagaorchestrator-reversible-agent-operations)

Learn how to implement SagaOrchestrator for reversible agent operations with the Agent Governance Toolkit. Automatically roll back failed steps using compensation APIs for robust workflows.

- Tags: how-to-guide
- Published: 2026-05-29

### [How to Configure SPIFFE/SVID Workload Identity for Containerized Agents in Agent Governance Toolkit](/microsoft/agent-governance-toolkit/setting-up-spiffe-svid-workload-identity-containerized-agents)

Configure SPIFFE SVID workload identity for containerized agents with the Agent Governance Toolkit. Learn how to secure your agents using short-lived X.509 certificates for mutual TLS verification.

- Tags: how-to-guide
- Published: 2026-05-29

### [Configuring ApprovalHandler Workflows with WebhookApproval for Human-in-the-Loop in AGT](/microsoft/agent-governance-toolkit/configuring-approvalhandler-webhooks-human-in-the-loop-governance)

Configure ApprovalHandler workflows with WebhookApproval in AGT for human-in-the-loop controls. Route approval requests via webhooks and await human decisions on agent actions.

- Tags: how-to-guide
- Published: 2026-05-29

### [Implementing Shadow AI Discovery to Find Unregistered Agents in the Microsoft Agent Governance Toolkit](/microsoft/agent-governance-toolkit/implementing-shadow-ai-discovery-find-unregistered-agents)

Implement Shadow AI Discovery with Agent Governance Toolkit to find unregistered agents. Analyze processes, files, and repos using regex discovery rules and confidence scoring.

- Tags: how-to-guide
- Published: 2026-05-29

### [Setting Up the MCP Security Gateway for Tool Poisoning Detection](/microsoft/agent-governance-toolkit/setting-up-mcp-security-gateway-tool-poisoning-detection)

Learn to set up the MCP Security Gateway for tool poisoning detection. Protect your MCP servers with a two-layer defense from the Agent Governance Toolkit.

- Tags: how-to-guide
- Published: 2026-05-29

### [How to Integrate AgentMesh Governance with LangChain, AutoGen, and CrewAI](/microsoft/agent-governance-toolkit/integrating-agentmesh-governance-langchain-autogen-crewai)

Integrate AgentMesh governance with LangChain AutoGen and CrewAI using AgentMeshTrustCallback. Enforce cryptographic identity verification and adaptive trust scoring for enhanced agent security and reliability.

- Tags: how-to-guide
- Published: 2026-05-29

### [Implementing TrustHandshake Protocol with IATP for Agent-to-Agent Trust Verification](/microsoft/agent-governance-toolkit/implementing-trusthandshake-protocol-iatp-agent-to-agent-trust-verification)

Implement TrustHandshake protocol with IATP for secure agent communication. Verify identities, calculate trust scores, and enforce policies using the Agent Governance Toolkit.

- Tags: how-to-guide
- Published: 2026-05-29

### [Configuring the KillSwitch for Emergency Agent Termination in SRE Workflows](/microsoft/agent-governance-toolkit/configuring-killswitch-emergency-agent-termination-sre-workflows)

Implement emergency agent termination with the KillSwitch in your SRE workflows. Securely halt autonomous agents and ensure system stability with this critical safety net.

- Tags: how-to-guide
- Published: 2026-05-29

### [Setting up ExecutionRing Privilege Levels for Sandboxed Agent Tool Execution](/microsoft/agent-governance-toolkit/setting-up-executionring-privilege-levels-sandboxed-agent-tool-execution)

Master ExecutionRing privilege levels for sandboxed agent tool execution. Learn how the Agent Governance Toolkit enforces least privilege and resource sandboxes.

- Tags: how-to-guide
- Published: 2026-05-29

### [Implementing Zero-Trust Agent Identity with Ed25519 Keys and AgentDID Format](/microsoft/agent-governance-toolkit/implementing-zero-trust-agent-identity-ed25519-agentdid-format)

Implement zero-trust agent identity using Ed25519 keys and AgentDID. Secure non-repudiable signatures for continuous trust validation across multi-agent systems.

- Tags: how-to-guide
- Published: 2026-05-29

### [How to Configure PolicyEvaluator with Custom OPA/Cedar Policy Backends for Multi-Org Governance](/microsoft/agent-governance-toolkit/how-to-configure-policyevaluator-custom-opa-cedar-backends-multi-org-governance)

Configure PolicyEvaluator with custom OPA or Cedar policy backends for multi-org governance. Learn how to implement isolated per-tenant policy evaluation with the Agent Governance Toolkit.

- Tags: how-to-guide
- Published: 2026-05-29