Integration Roadmap¶

Dokugent is designed to work alongside the evolving ecosystem of agent orchestration tools and safety frameworks. Below are planned or in-progress integrations that will expand its utility and ecosystem compatibility.

Protocol Compatibility¶

• MCP (Model Context Protocol) – Align agent plans, criteria, and certs with MCP schema for trust, coordination, and traceability across compliant runtimes

LLM Orchestration¶

• CrewAI, LangGraph, AutoGen, and other orchestration frameworks
• Export certs and plans for use in multi-agent routing, workflow chaining, and role-based coordination

Plugin APIs¶

• Plugin architecture to support custom validators, LLM behavior templates, token cost calculators, or compliance auditors

Dokugent App (GUI)¶

• A web-based dashboard for:
• Visual plan editing
• Certificate and trace visualization
• Signing and deployment controls
• Runtime status and audit reporting

IDE and CI/CD Helpers¶

• GitHub Actions:
• Lint plans and criteria
• Enforce validation before merge

• Auto-certify with signing key

• VS Code extension:

• Smart autocompletion for plan/criteria steps
• Real-time validation and trace reports
• Integration with agent folders and cert logs