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Agent Trust & Certification

Dokugent is a documentation-first, certification-aware CLI that helps you build trustworthy AI agents — not just working ones.

This page explains what “trust” means in Dokugent and how each command contributes to making your agent workflows secure, explainable, and certifiable.

What We Mean by Trust

In Dokugent, trust means reliable, explainable, and certifiable agents — not just functional ones.

We define trust as something that is earned, inspectable, and reproducible, based on structured agent metadata.

Trust Signal Enabled By
Declared intentions plan, criteria, conventions
Certifiable schema compile, preview, certify, keygen
Traceable behavior trace, compare, revoke (planned)
Verifiable metadata metadata, security, io

We believe trust is earned through deliberate design, not just perceived. That's why every element is structured as part of a workflow that enables complete traceability and ensures certifiable behavior.

The Trust Chain

Here's how Dokugent builds a chain of trust:

  1. init – scaffold with trust-first structure
  2. plan – define what the agent is supposed to do
  3. criteria – specify what success and failure look like
  4. compile / preview – make the schema human + agent readable
  5. certify – issue a cert if the schema meets inspection criteria
  6. trace – log runtime behavior
  7. compare – flag deviations from the plan
  8. verify (coming) – allow third parties to confirm a cert
  9. revoke (planned) – revoke trust when something breaks

Each step is opt-in, inspectable, and loggable.

Reliability vs Metrics

Dokugent enables agent reliability — but doesn’t compute metrics by default.

What it does:

  • Certifies agent intentions and logic
  • Makes schema and behavior auditable
  • Allows external systems to evaluate reliability over time

What it doesn't do (yet):

  • Run automatic evaluations or test harnesses
  • Track reproducibility rates or failure logs
  • Emit real-time performance benchmarks

If you’re asking “Can I trust this agent?”, Dokugent gives you the scaffolding to answer that — clearly, and on record.

Why This Matters

The AI landscape is filled with black-box agents, silent regressions, and zero accountability. Dokugent brings back the fundamentals: version control, inspection, certification and answers when things break.

Want your agents to be taken seriously?

Start with trust.