Oso for Agents

Deterministic controls that keep agents from going rogue

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Simulation

Continuously run policy-aware adversarial tests against agents to surface potential exploit paths before production.

Deterministic Controls

Provide a backstop to prevent agents from the worst scenarios, like the Lethal Trifecta.

Zero-Config Mitigations

Automatically adjust agent permissions based on task context and observed behavior, and get recommendations for access throttling.

Oso for Agents software interface showing completed assessment with scenarios including Unauthorized Ticket Deletion, Indirect Prompt Injection, Sensitive Information Disclosure, and Unauthorized Function Access, with attempt counts and pass/compromised results.
User interface showing an alert titled 'User-Unfriendly Agent Behavior' indicating the agent used the 'deleteIssue' tool which is not relevant to the user's request to check recent issues, with explanation and option to disable attenuation.
Dashboard screen showing a policy diff interface for a Customer Support Agent refund policy with current and proposed code, change summary, and analysis details on refund limits and risk.

Productionizing agents is hard

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Humans are often overprovisioned, and replicating that for agents can be disastrous

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Humans work on the scale of wall clock time and waking hours, while agents move faster and don’t stop

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Agents may or may not follow controls applied in prompting and are vulnerable to prompt injection

Common failure modes for agents

Impotent agents: agents that are so secure that they’re useless

Pilot purgatory: agents that never leave beta

Human-is-the-loop: agents that ask permission so often that humans become the workflow engine

Purple robot head icon with a yellow warning triangle above it on a dark blue grid background.

What is Oso for Agents?

Oso for Agents is what engineering teams use when they want to productionize agents. It gives you a path to automated least privilege, with deterministic permissions that adjust based on behavior and context.

Let Oso be your red team: automate simulations before going live

Get visibility into your production agents with real-time monitoring and alerting

Define access controls deterministically, so each agent gets only the permissions they need for the task at hand

Diagram showing a triangle with 'Enforcement' at the top vertex, 'Simulations' at the bottom left, and 'Containment' at the bottom right, with a white bear icon labeled 'OSO' and 'for Agents' in the center.

Related resources

Academy

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Authorization in LLM Applications
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Blog Article

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Why LLM Authorization is Hard
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AI Gone Rogue Registry

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We’re tracking the latest agentic failures, exploits, and emergent attack patterns
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Oso for Agents

Authorization, monitoring, alerting, and access throttling for AI agents.
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