Documentation

Welcome to the Mandrel Project documentation. Here you will find conceptual guides, architecture deep-dives, and technical references for our zero-trust agent governance ecosystem.

If you are deploying your first agent, start with Getting Started. If you are evaluating the governance model or writing a Mandrel Spec, move to Architecture and The Mandrel Spec. If you are integrating tooling or operating the mesh, go directly to Reference.

Key Sections

  • White Papers: Technical deep-dives and security framework alignments, including our direct enforcement model for Google’s SAIF.
  • Getting Started: Deploy your first governed agent in four steps — spec, validate, generate, deploy.
  • Architecture: How the Collet, Gantry, and Metrology Lab interact and where governance is enforced.
  • Deployment Variants: Universal governance across Kubernetes, Serverless, and Managed Agent Platforms.
  • Governance Maturity: Evolving from Shadow AI to a hardened, optimized Agentic Mesh.
  • Established Ecosystems: Gradual mesh adoption strategy for existing agent environments.
  • The Mandrel Spec: The declarative governance contract — schema reference, identity, orchestration, and token budgets.
  • Roadmap: The future vision for the Mandrel open source ecosystem.
  • Reference: CLI commands, diagnostic codes, Collet enforcement layers, and platform resource schemas.

What's a Mandrel?

The project is named after machine shop tooling, and the names are not decoration. Precision work is not produced by care. It is produced by constraint.

Getting Started

Deploy your first governed AI agent with Mandrel.

Architecture

The technical and philosophical framework for engineering amorphous AI.

Deployment Variants

Universal governance across Kubernetes, Serverless, and Managed Agent Platforms.

White Papers

The Mandrel Specification

The declarative contract for autonomous agent governance.

Technical Reference

Open Source Roadmap

The long-term vision for the Mandrel open source components.

Glossary

Definitions for terms used throughout the Mandrel Project documentation.