Use case · Secure AI agent adoption
Optimus Labs lets your teams adopt the agents they want while security keeps visibility and control: every asset discovered, its posture inspected, and its behavior watched from day one.
Published · Updated
It depends on how much risk the agents carry. For a chat assistant with no access to company systems, vendor review and acceptable-use guidance may be enough. When agents can read sensitive data, process untrusted content, and take actions, Optimus Labs fits: it discovers each asset as it lands, inspects its permissions and configuration against the OWASP Top 10 for Agentic Applications, and keeps watching its behavior after approval. For model-level safety testing, dedicated AI red-teaming tools are a better match.
Optimus Labs · Posture
GitHub CopilotNew coding agent install, posture check runs · Owner: Platform team
EvaluatingAvoided: a prompt injection switching off approvals and running commands on the laptop.
Illustrative scenarios. Findings show the kind of posture issues checked, not customer data.
The risk
The pressure to adopt AI agents is real, and so is the risk of saying yes without looking. These are the gaps that open when adoption outruns security.
An agent's setup flow asks for far more access than its job needs, and one click grants it.
Technical risk
The agent holds read, write, and delete rights across accounts, files, and messages.
Business impact
A single employee's approval becomes an enterprise-wide exposure.
An agent's terms of service grant the vendor rights over everything it sees.
Technical risk
Prompts, documents, and screen captures may be licensed for training, irrevocably.
Business impact
Company data becomes vendor training material with no practical way to reclaim it.
An agent combines sensitive data access, exposure to untrusted content, and the ability to act.
Technical risk
One poisoned email or web page can steer the agent into moving data out.
Business impact
A helpful tool becomes an exfiltration path without anyone intending it.
An approved agent updates and gains new capabilities nobody reassessed.
Technical risk
The running version no longer matches the reviewed version.
Business impact
Approvals quietly stop meaning anything.
In practice
One example comes from Optimus Labs · Civilizations research, one from public reporting. Each pairs technical risk with business impact and links to its source. Neither is customer telemetry.
From Optimus Labs · Civilizations
Permission review
A review of a personal agent's day-one authorization screens found requests for full read, write, and delete control across email, calendar, files, and contacts, plus messages, screen, microphone, location, and a stored payment card. Its terms grant a perpetual, transferable license to train on prompts, documents, and device-usage data including screen captures and keystrokes.
Technical risk
The agent holds all three legs of the Lethal Trifecta at once: sensitive data, untrusted content, and the ability to act.
Business risk
One poisoned email or invite is enough to move company data out through an agent an employee connected in minutes.
What to review
From public reporting
Real incident
CVE-2025-53773 showed that GitHub Copilot agent mode in VS Code could be steered by a prompt injection into editing the project's settings file to auto-approve every tool call, turning off confirmations and allowing shell commands on the developer's machine. Microsoft patched it in August 2025.
Technical risk
An agent that can write its own configuration can remove its own guardrails, and the change persists on disk.
Business risk
A widely approved coding agent became a path to full control of an engineer's laptop and everything it can reach.
What to review
How Optimus Labs helps
01
Discovery shows every agent asset as it lands, so adoption requests are never a surprise.
02
Posture management analyzes each asset's permissions and configuration against the OWASP Top 10 for Agentic Applications before approval.
03
Behavior detection keeps watching after day one, so an update or a new capability never slips past review.
Deploys through your MDM in minutes. macOS and Windows today, Linux coming soon. Prompts and file contents stay on your devices by default. Optimus Labs receives only AI agent asset and behaviour metadata, never PII.
See it on your own agent assets
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