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An enterprise agent governance runtime.

2 starsRust

Orkia – a Rust runtime where AI agents can't bypass governance

by killix·Mar 3, 2026·2 points·1 comment

AI Analysis

●●●BangerWizardryBig BrainSolve My Problem

Type-system-enforced governance loop prevents agents from bypassing policy without code changes.

Strengths
  • Fail-closed architecture: no execution path exists outside governance, not a bolt-on check.
  • Trust scoring via ATLAS allows agents to earn autonomy through demonstrated behavior, novel tier system.
  • 27-crate modular workspace supports OpenAI, Anthropic, Gemini, Bedrock, MCP, and container isolation seamlessly.
Weaknesses
  • Early-stage project (8 commits, no releases): cagent YAML compatibility claimed but unverified.
  • Governance rules require YAML config expertise; no GUI policy builder or templates for common scenarios.
Target Audience

Enterprise organizations deploying custom LLM agents requiring compliance-grade governance and audit trails.

Similar To

LangChain · LlamaIndex · Anthropic's Workbench

Post Description

Orkia is an open-source Rust runtime for LLM agents where policy enforcement, trust scoring, and audit trails are wired into the execution loop at the type-system level.

No code path exists that executes a tool without passing through governance. Fail-closed by default, signed session evidence (ECDSA P-256), and agents that earn autonomy through demonstrated behavior.

Apache 2.0.

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