Tutorials¶

50+ step-by-step guides covering every aspect of AI agent governance.

Where to start?

New here? Start with Tutorial 01: Policy Engine, then work through the Foundations section. For a quick taste, try Tutorial 36: 2-Line Governance.

Foundations¶

#	Tutorial	What you'll learn
01	Policy Engine	Core policy evaluation, rule authoring
02	Trust & Identity	Agent identity, trust tiers, verification
03	Framework Integrations	Connect AGT to LangChain, CrewAI, OpenAI, etc.
04	Audit & Compliance	Logging, evidence collection, compliance mapping
05	Agent Reliability	SLOs, monitoring, graceful degradation
36	2-Line Governance Quickstart	Fastest path to governed agents

#	Tutorial	What you'll learn
06	Execution Sandboxing	Privilege rings, runtime isolation
07	MCP Security Gateway	Per-tool policy enforcement for MCP servers
08	OPA / Rego / Cedar Policies	Policy engines comparison and integration
09	Prompt Injection Detection	Detecting and preventing prompt injection
25	Security Hardening	Production security best practices
26	SBOM & Signing	Software bill of materials, artifact signing
27	MCP Scan CLI	Static analysis for MCP server security
39	DLP with Attribute Ratchets	Data loss prevention, sensitivity escalation
41	Defense-in-Depth	Advisory classifiers, layered security
45	Shift-Left Governance	Pre-commit hooks, CI gates, build-time enforcement
46	Contributor Governance	Contributor reputation, spam detection, cross-project scanning
47	Red-Team Testing	Adversarial security testing with `agt red-team`

#	Tutorial	What you'll learn
10	Plugin Marketplace	Marketplace governance, trust scoring
11	Saga Orchestration	Multi-step agent workflows with rollback
12	Liability & Attribution	Decision tracing, blame assignment
13	Observability & Tracing	Distributed tracing for agent systems
14	Kill Switch & Rate Limiting	Emergency controls, throttling
15	RL Training Governance	Governing reinforcement learning agents
16	Protocol Bridges	Cross-protocol agent communication
17	Advanced Trust	Behavioral analysis, reputation systems
18	Compliance Verification	Automated compliance checks
23	Delegation Chains	Agent-to-agent authorization
24	Cost & Token Budgets	Resource governance
35	Policy Composition	Enterprise governance layers, policy merging
37	Multi-Stage Pipeline	Chained policy evaluation pipelines
38	Approval Workflows	Human-in-the-loop approval gates
40	OpenTelemetry Observability	OTel integration for governance events
44	A2A Conversation Policy	Agent-to-agent conversation governance
48	Intent-Based Authorization	Authorize actions by declared intent
49	Multi-Agent Policies	Collective policy enforcement across agent fleets
50	Decision BOM	Decision bill of materials, audit artifacts
51	Cost Governance	Budget enforcement, cost attribution

#	Tutorial	What you'll learn
19	.NET package	Agent governance in C# / .NET
42	C# MCP extension	Govern MCP servers built with the official C# SDK
43	.NET MAF Hook	Integrate AGT with Microsoft Agent Framework in .NET
20	TypeScript package	Agent governance in TypeScript
21	Rust crate	Agent governance in Rust
22	Go module	Agent governance in Go

#	Tutorial	What you'll learn
28	Build Custom Integration	Create your own governance adapter
29	Agent Discovery	Finding shadow AI in your organization
30	Agent Lifecycle	Agent lifecycle management, birth to retirement
31	Entra Agent ID Bridge	Bridging AGT identity with Microsoft Entra
32	Chaos Testing	Chaos engineering for agent reliability
32b	E2E Encrypted Messaging	End-to-end encrypted agent communication
33	Offline Verifiable Receipts	Offline-verifiable decision receipts
34	MAF Integration	Governing agents with Microsoft Agent Framework

A focused series on writing, testing, and versioning governance policies.

#	Tutorial	What you'll learn
1	Your First Policy	Write and evaluate a basic policy
2	Capability Scoping	Restrict agent tool access
3	Rate Limiting	Token and request budgets
4	Conditional Policies	Context-aware policy rules
5	Approval Workflows	Human approval gates
6	Policy Testing	Unit testing policies
7	Policy Versioning	Version control for policies
-	MCP Governance	MCP-specific policy patterns

Guide	What you'll learn
Progressive Governance	Start simple, add governance layers incrementally
Retrofit Governance	Add governance to an existing agent