Open Source Ecosystem

Open Source Software for Autonomous AI Agents

Trust actions. Trust memory. KyberonAI gives teams focused reliability layers for production agent systems.

Agent Action
Policy Check
Human Verify
Memory Guard
MITFork FriendlyCommunity DrivenBuilt in Public
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Projects

Focused modules for agent reliability

Select a project to see the problem it solves and how it works in production stacks.

Problem

Autonomous agents can execute high-impact actions without enough oversight. Teams need a standardized way to gate, verify, and audit those decisions.

How It Works

  • Wrap agent actions and tool calls with policy evaluation.
  • Escalate to challenge flows based on risk and context.
  • Capture immutable audit events for compliance and debugging.
Failure Modes

Designed around real production breakpoints

Kyberon prioritizes high-impact failure patterns that teams hit when agents move from demo to production.

Unsafe autonomous actions

Agents can call tools with real-world impact faster than teams can review. Verification should scale with risk.

Compounding memory errors

Bad memory writes poison downstream steps. Reliability requires guardrails on both writes and retrieval.

No operational accountability

Without auditability, debugging incidents and proving compliance becomes costly and slow.

Integrations

Plugs into your existing agent stack

Use Kyberon with the frameworks and workflow tools your team already runs.

Frameworks
LangGraphCrewAIAutoGenLlamaIndexOpenAI Agents
Protocols & Runtimes
MCPOpenAI-Compatible APIsLiteLLMCustom Sidecars
Workflow Tools
n8nLangflowFlowiseDify
FAQ

Frequently asked questions

The basics teams ask before adopting Kyberon modules in production.

Yes. Attesta, MemProof, and TrailProof are open-source projects built for self-hosted and community-driven adoption.

Build trusted agents in the open

Adopt Attesta, MemProof, or TrailProof today and help shape the open reliability layer for autonomous AI systems.