What is MeshGuard? β
MeshGuard is a governance control plane for AI agent ecosystems. It provides identity management, policy enforcement, and audit logging for agent-to-agent interactions.
The Problem β
As AI evolves from copilots to autonomous agents to agent meshes, a critical governance gap emerges:
| Era | Model | Governance |
|---|---|---|
| 2022-2023 | Copilots | Human-in-the-loop |
| 2024-2025 | Agents | Task-level permissions |
| 2026+ | Agent Mesh | ??? |
When Agent A delegates to Agent B:
- π« No identity verification for agent-to-agent calls
- π« Zero policy enforcement at delegation boundaries
- π« Incomplete audit trails across agent chains
- π« Compliance risk exposure for regulated industries
The Solution β
MeshGuard sits between agents as a governance layer:
βββββββββββββββββββββββββββββββββββββββββββββββ
β MeshGuard Gateway β
β ββββββββββ ββββββββββ ββββββββββ ββββββββ β
β β Auth βββ Policy βββ Audit βββ Proxyβ β
β ββββββββββ ββββββββββ ββββββββββ ββββββββ β
βββββββββββββββββββββββββββββββββββββββββββββββ
β β
Agent Request Target ServiceCore Components β
1. Agent Identity
- JWT-based credentials for every agent
- Trust tiers:
untrustedβverifiedβtrustedβprivileged - Cryptographic verification at every request
2. Policy Engine
- YAML-based rule definitions
- Wildcard action matching (
read:*,write:email) - Delegation controls and permission ceilings
3. Audit Trail
- Every request logged with full context
- Trace IDs for cross-agent correlation
- Queryable via API or CLI
4. Real-time Alerting
- Webhook, Slack, and email notifications
- Trigger on denials, errors, or rate limits
How It's Different β
| Solution | Built For | Limitation |
|---|---|---|
| Traditional IAM | Human users | Session-based, no delegation chains |
| API Gateways | Sync requests | No context propagation |
| AI Governance | Model bias | No identity or policy enforcement |
| MeshGuard | Agent ecosystems | Native identity, policy & audit |
Use Cases β
- Enterprise AI Teams β Govern internal agent deployments
- AI-Native Products β Add governance to your agent platform
- Regulated Industries β HIPAA, SOC 2, GDPR compliance for AI
- Multi-Agent Systems β Control agent-to-agent delegation
Next Steps β
- Getting Started β Install and run MeshGuard
- Quick Start β 2-minute setup
- Python SDK β Integrate with your agents
