Open source software
for safe AI agents
Trust actions. Trust memory. KyberonAI gives teams focused reliability layers for production agent systems.
1from attesta import PolicyEngine, Challenge23engine = PolicyEngine()45@engine.guard(risk="high")6async def transfer_funds(agent, amount, to):7 challenge = await Challenge.create(8 action="transfer_funds",9 context={"amount": amount, "to": to}10 )11 approval = await challenge.request_human_review()12 if approval.granted:13 return await agent.execute(amount, to)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 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.
Plugs into your
existing stack
Use Kyberon with the frameworks and workflow tools your team already runs.
Frequently asked
questions
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 reliability layer for autonomous AI systems.