VERIFY BEFORE YOU DEPLOY
Keep Agents Inside Their Authorized Role
Praxen helps teams verify whether an agent’s implementation, tools, permissions, prompts, memory, integrations, and environment align with its authorized role.
Define a testable worker remit
Find where behavior can exceed the remit
Review controls before and during deployment

WHOLE-AGENT VERIFICATION
See Risk Across the Full Agent
Go beyond code scanning and point guardrails. Evaluate how prompts, tools, permissions, memory, Model Context Protocol (MCP) servers, approvals, logging, configuration, and runtime context interact.
Evaluate connected risk factors
Identify risky execution paths
Document gaps and residual risk

ENTERPRISE SUPPORT FOR TEAMS
Scale Praxen Verification With Expert Help
Praxen is open source for every developer and team. As verification grows from one project into shared, repeatable workflows, Exabeam support helps you roll it out faster, align on standards, and get answers from a trusted point of contact.
Onboarding guidance for team rollouts
Best practices for shared workflows
Direct access to Praxen experts

Verify Expected Agent Behavior
Define the agent’s authorized role in a worker remit, including its mission, tools, permissions, data access, approvals, and boundaries. Praxen evaluates the agent’s implementation, prompts, memory, integrations, configuration, and runtime context against that remit to identify where behavior could exceed expectations and where controls need attention.

Frequently Asked Questions
What is open-source AI agent security?
Open-source AI agent security uses openly available software, specifications, and detection methods to help organizations evaluate and monitor autonomous or semi-autonomous AI systems. It gives developers and security teams greater visibility into how controls work and allows them to adapt those controls to their own environments.
What is the difference between Praxen and Observra?
Praxen verifies intended behavior by comparing an agent’s declared policy with evidence from its implementation and behavior. Observra captures runtime activity and converts it into normalized telemetry. Praxen focuses primarily on verification before deployment and during release reviews; Observra provides ongoing visibility during development and production.
Do I need an Exabeam product to use Praxen or Observra?
No. Both projects are designed to be useful independently. Praxen produces local HTML, JSON, and text reports. Observra can send events to local files, webhooks, OpenTelemetry-compatible systems, SIEMs, and observability platforms.
Do the projects send data to Exabeam?
The projects do not automatically phone home to Exabeam. Praxen writes reports locally, although the coding agent running Praxen may communicate with its configured model provider. Observra sends telemetry only to the backends configured by the user.
Are Praxen and Observra free to use?
Yes. Both projects are available under the Apache License 2.0, subject to the terms of that license.
Who supports these projects?
Exabeam contributed the initial code and continues to support their development. Community participation, testing, feedback, issues, and contributions are encouraged through GitHub.


