Step-by-step guides for every layer of the Agent Governance Toolkit — from your
first policy rule to production-grade observability. Each tutorial includes
runnable code examples, API reference tables, and cross-references to related
guides.
New here? Start with Tutorial 01 — Policy Engine ,
then follow the numbered sequence. Each tutorial builds on concepts from
earlier ones.
#
Tutorial
What You'll Learn
Package
01
Policy Engine
YAML rules, operators, conflict resolution, middleware integration
agent-os-kernel
02
Trust & Identity
Ed25519 credentials, DIDs, SPIFFE/SVID, trust scoring (0–1000)
agentmesh-platform
03
Framework Integrations
Govern LangChain, CrewAI, AutoGen, OpenAI Agents, Google ADK
agent-os-kernel
04
Audit & Compliance
Append-only audit logs, hash chains, OWASP ASI mapping
agent-governance-toolkit
#
Tutorial
What You'll Learn
Package
07
MCP Security Gateway
Tool poisoning detection, parameter sanitization, human-in-the-loop
agent-os-kernel
08
OPA/Rego & Cedar Policies
External policy backends, 3 evaluation modes, enterprise policies
agent-os-kernel
09
Prompt Injection Detection
7 attack types, MemoryGuard, ConversationGuardian, red-teaming
agent-os-kernel
#
Tutorial
What You'll Learn
Package
05
Agent Reliability (SRE)
SLOs, error budgets, circuit breakers, chaos testing
agent-sre
06
Execution Sandboxing
4-tier privilege rings, resource limits, termination control
agentmesh-runtime
11
Saga Orchestration
Multi-step transactions, DSL, fan-out, compensating actions
agentmesh-runtime
12
Liability & Attribution
Vouching, slashing, causal attribution, quarantine
agentmesh-runtime
14
Kill Switch & Rate Limiting
Emergency termination, rate limiting, ring elevation
agentmesh-runtime
#
Tutorial
What You'll Learn
Package
16
Protocol Bridges
A2A, MCP proxy, IATP attestation, trust-gated communication
agentmesh-platform
17
Advanced Trust & Behavior
Behavior monitoring, reward engine, trust policies, shadow mode
agentmesh-platform
#
Tutorial
What You'll Learn
Package
10
Plugin Marketplace
Plugin signing, verification, CLI, supply-chain security
agentmesh-marketplace
13
Observability & Tracing
Causal traces, event bus, Prometheus, OpenTelemetry
agentmesh-runtime
=======
10
Plugin Marketplace
Plugin signing, verification, CLI, supply-chain security
agentmesh-marketplace
13
Observability & Tracing
Causal traces, event bus, Prometheus, OpenTelemetry
agentmesh-runtime
bfb3bcb (fix: rename PyPI package agentmesh-runtime to agentmesh-runtime to resolve name collision)
| 15 | RL Training Governance | GovernedRunner, PolicyReward, Gym-compatible environments | agentmesh-lightning |
| 18 | Compliance Verification | Governance grading, regulatory frameworks, attestation | agent-governance-toolkit |
#
Tutorial
What You'll Learn
Package
19
.NET SDK
GovernanceKernel, policy, rings, saga, SLO, OpenTelemetry in C#
Microsoft.AgentGovernance
20
TypeScript SDK
Identity, trust, policy, audit in TypeScript/Node.js
@agentmesh/sdk
🚀 "I want to govern my agent in 10 minutes"
01 — Policy Engine → define allow/deny rules
03 — Framework Integrations → wrap your framework
04 — Audit & Compliance → log everything
🔒 "I need production-grade security"
02 — Trust & Identity → cryptographic agent identity
09 — Prompt Injection Detection → input security
07 — MCP Security Gateway → tool call security
06 — Execution Sandboxing → privilege rings
14 — Kill Switch & Rate Limiting → emergency controls
🏢 "I need enterprise compliance"
08 — OPA/Rego & Cedar → bring existing policies
04 — Audit & Compliance → tamper-proof audit trails
18 — Compliance Verification → regulatory grading
13 — Observability & Tracing → distributed tracing
🤖 "I'm building multi-agent systems"
02 — Trust & Identity → agent credentials
16 — Protocol Bridges → cross-protocol communication
11 — Saga Orchestration → multi-step workflows
12 — Liability & Attribution → who's responsible
17 — Advanced Trust & Behavior → dynamic trust
Python 3.10+ for Python tutorials (01–18)
.NET 8.0+ for the .NET tutorial (19)
Node.js 18+ for the TypeScript tutorial (20)
Install the full toolkit:
pip install agent-governance-toolkit[full] # Python
dotnet add package Microsoft.AgentGovernance # .NET
npm install @agentmesh/sdk # TypeScript