An AI can ask.
The kernel decides whether it has the authority to act.
Trunomy OS enforces kernel-level authorization and deterministic validation for autonomous AI agents. A proposal to solve the problem of rogue AI agent alignment.
ARCHITECTURE
Microkernel Engine
SECURITY
Capability-Based OS
AUTHOR
Roberto C. Aleman F.
AI Agents are Gaining Autonomy, But Lack Kernel Protection
Current agent frameworks rely on soft application-layer prompt guidelines or trust LLM function calling directly with API keys and root credentials.
Prompt Injections
LLM outputs cannot be treated as security decisions. Adversarial context hijacking easily overrides system instructions.
Over-Privileged Execution
Agents are given direct broad access to DBs, filesystem paths, and APIs without fine-grained handle checks.
Unchecked Lateral Movement
Once compromised, an agent can cross multi-tenant boundaries, escalate privileges, and execute unsafe system modifications.
Intent ≠ Authority. The Deterministic Microkernel
Makes a Request
(Non-deterministic Intent)
- Operation: read / write / exec
- Target Resource: data, service, tenant
- Handle ID: 0x8F3A2...
- Context: gen=4, tenant_id=B
- Validate ABI & Pointers
- Resolve Capability / Handle
- Check Generation & Tenant
- Enforce Quotas & Revocation
Built For Enterprise AI Infrastructure
Unlocking deployment in mission-critical industries where uncontained AI error is unacceptable.
AI Agent Security
Autonomous agent frameworks requiring strict runtime sandbox boundaries.
Multi-Tenant Cloud
SaaS platforms hosting agentic workflows across thousands of untrusted tenants.
Sensitive Data Access
Fintech, Healthcare RAG, and Legal AI querying protected data stores.
Controlled Ops
DevOps, autonomous coding assistants, and automated cloud infrastructure agents.
Trunomy OS In Action
Demonstrating real-time microkernel capability enforcement, memory bounds protection, and immediate syscall interception.
Get Started with Trunomy OS
Explore our source code repositories on GitHub, inspect the microkernel modules to test the runtime protection environment directly.
Explore the Source Code
Clone the official repository, review kernel architecture docs, contribute to modules, or compile from source.
Building the Kernel Layer for the Agentic Era
Roberto C. Aleman F.
Creator Trunomy OS / PON-DB Engine / eDVM Architecture
"AI needs more than application wrappers..it requires deterministic, hardware-enforced boundaries at the operating system level."
Get In Touch
Interested in learning more about Trunomy OS, integrating our developer SDKs, or exploring enterprise partnership options?
Contact Author