# Optimus Labs — full site content for AI agents and crawlers > This file is a plain-text dump of the public marketing content on optimuslabs.io so AI agents, search engines, and other non-JavaScript fetchers can read the site without executing the React app. ## Home page URL: https://www.optimuslabs.io/ ### Navigation / announcement New research: the Coder registry infrastructure hijack, with leakpatrol, an open-source scanner for exposed Coder deployments. ### Hero H1: Take control of your entire agentic attack surface Subhead: Optimus Labs discovers and map AI agents and their connector assets to protect you from the Lethal Trifecta, so no single agent ever combines sensitive data, untrusted input, and external action. CTA: Book a demo If any of the following is true, keep reading: - You are rolling out Claude, Copilot, Cursor, or Devin org-wide and need permission controls. - You have an agent policy but no way to enforce it. - You just found an agent, MCP server, or skill you did not approve. - You are not sure what sensitive data your agents can touch. - You are worried about a single prompt injection turning an agent into an exfiltration tool. ### Credibility Backed by: a16z, BGV, Amplify Partners, and AI Factory (placeholder styling; real backer logos rendered on site). ### Agents Optimus secures Claude, Cursor, OpenClaw, VS Code, Devin, Kiro, Cline, PyCharm, Google Antigravity, GitHub Copilot, OpenAI Codex, AmpCode, OpenCode, Factory.ai. ### Lethal Trifecta The Lethal Trifecta makes every AI agent vulnerable. Three properties turn an agent into a weapon: untrusted input, sensitive data, and the ability to take external action. Any one is safe. All three together means one prompt injection can exfiltrate data or trigger unauthorized action. When all three combine, one prompt injection can exfiltrate data or trigger unauthorized action. Optimus Labs helps you make sure no single agent ever holds all three at once. Lethal Trifecta coined by Simon Willison. ### What Optimus does Map: Discover every agent, MCP, and skill across the organization, including shadow AI. Inspect: Actionable security findings with evidence, mapped to the OWASP Top 10 for Agentic Applications. Defend: Enforce policies, block risky actions, and maintain audit trails at scale. Own: Organize inventory, detections, findings, and policies by Owner. ### How it works See every agent, score every risk, enforce at runtime. One sensor on the endpoint delivers AI agent security, MCP security, skill security, and AI agent observability. From shadow AI to live enforcement — in minutes, not months. Step 1 — Connect: Deploy through your existing MDM. Inventory and posture findings land in minutes. No code changes, no proxy, no workflow disruption. Step 2 — Discover: Surface every agent, MCP server, and skill — including shadow AI security never approved. Continuous AI agent observability across the full agentic attack surface. Step 3 — Enforce: Score each agent against the OWASP Top 10 for Agentic Applications. Alert, justify, or block before the action leaves the endpoint. ### FAQ Q: What is the Lethal Trifecta, and why is it the right risk model for agents? A: Three properties turn an agent into a weapon: untrusted input, sensitive data, and the ability to take external action. Any one is safe. All three together means one prompt injection can exfiltrate data or trigger unauthorized action. Optimus makes sure no agent ever holds all three at once. Q: How is Optimus different from EDR, SASE, or DLP? A: EDR sees processes. SASE sees packets. DLP sees files. None of them see agent intent or which tool call moved the data. Optimus runs at the agent layer, on the endpoint, capturing every call, tool, and data path. It extends your stack, it doesn't replace it. Q: Is Optimus Labs a proxy or a gateway? A: Gateways and proxies sit in the network path. Optimus Labs sits on the machine. The most dangerous AI agent actions never generate a network packet. Q: Which agents, frameworks, and tools do you cover? A: Any agentic workflow on a managed endpoint: coding agents (Cursor, Claude Code, Copilot, Devin, OpenCode), desktop assistants, and custom internal agents on common frameworks. Coverage is agent-aware, not vendor-locked, so shadow AI surfaces next to sanctioned agents. Q: What does deployment look like, and will it slow down agent users? A: A lightweight endpoint agent ships through your existing MDM. Inventory and posture findings land in minutes. No code changes, no proxy in front of the model, no workflow friction. Enforcement starts in observe-only, so engineering keeps shipping while security writes policy from real evidence. Q: How is policy enforced, and what evidence do you keep for audit? A: Policy runs in-process on the endpoint. Allows, blocks, and in-flow justification prompts happen before the action, not after. Every decision is tied to the exact tool call, context, and data path that triggered it. Audit logs are retained for 90 days with PII anonymized, so GRC gets proof without inheriting a privacy liability. Q: What data leaves the endpoint, and where does it live? A: Only the metadata needed for inventory, posture, and detections: agent identity, tool calls, decisions, and anonymized context. Encrypted in transit, scoped per tenant, retained for 90 days, never used to train models. Q: Does Optimus have any open source tools? A: Yes. We release focused research tools as open source when they help the broader security community. Our latest is Grokpatrol, a forensic CLI for investigating the Grok Build CLI codebase-upload exposure. See https://www.optimuslabs.io/grokpatrol/. ### Bottom CTA Break the Lethal Trifecta before it breaks your agentic workflows. See every agent, every privilege, every risky combination, in minutes. CTA: Book a demo --- ## Book a demo URL: https://www.optimuslabs.io/book-demo Eyebrow: Live walkthrough H1: Find and govern every AI agent running in your enterprise Subhead: A 30-minute walkthrough — we'll map your agents, score their posture, and show runtime enforcement on a live endpoint. Benefits: - Your shadow AI, surfaced — We inventory every AI agent, MCP server, and skill — including the ones your employees installed without asking security. - Posture, scored against OWASP — Get an automated score for every agent against the OWASP Top 10 for Agentic Applications. - Live, on the endpoint — Optimus runs at the agent layer to provide runtime enforcement — no proxies, no gateways, no SDK. Form fields: Name, Work email, Company, Role, optional message box. Success message: Thanks, {name}. We'll be in touch. --- ## Security URL: https://www.optimuslabs.io/security Audience: Security teams H1: Continuously discover and secure your AI productivity stack Subhead: Most security teams cannot answer a basic question: which AI agents are running, what data they can reach, and what actions they can take. Optimus gives you that answer and the controls to act on it. What security teams are seeing today: 1. Shadow AI is already inside — Agents, MCP servers, and skills are being installed without security review. 2. EDR and SASE cannot see intent — They see processes and packets, not the tool call that moved sensitive data. 3. One prompt injection can exfiltrate — An agent with web access and sensitive data is one instruction away from a breach. What Optimus delivers: - Complete agent inventory — Discover every agent, MCP, and skill across the endpoint, including shadow AI. - Posture findings mapped to OWASP — Automated scoring against the OWASP Top 10 for Agentic Applications with evidence. - Runtime detection and response — Alert, block, or require justification before the action leaves the endpoint. - Audit-ready evidence — Every decision tied to the tool call, context, and data path, retained for 90 days. Proof: AI agents are the most powerful and least supervised software in your stack. Optimus is the supervision layer. --- ## Engineering URL: https://www.optimuslabs.io/engineering Audience: Engineering & Platform Teams H1: Get your tech team AI-pilled with full confidence Subhead: Your teams have already adopted AI agents to move faster. Optimus keeps that momentum without letting an agent quietly become a production incident. What engineering teams are seeing today: 1. Agents touch everything — Source code, secrets, customer databases, internal APIs. The blast radius grows every sprint. 2. Reviews don't scale — Manual approval of every agent action stalls delivery and breaks the reason you adopted them in the first place. 3. One bad prompt away — An external instruction reaches an agent with privileges, and the next deploy or exfiltration is automated. What Optimus delivers: - Continuous agent visibility — See every agent, every connector, and every permission in one place. Including the ones nobody told security about. - Guardrails, not gates — Catch the Lethal Trifecta automatically so teams stay fast and risky agents never reach production. - Agentless deployment — Endpoint-resident, but agentless in your stack. Read-only telemetry, no SDK or code changes in your apps. Up and running in minutes, not quarters. - Incident-ready trails — When something goes wrong, you have the full record of what the agent saw, decided, and did. Proof: AI agents are the most powerful and least supervised software in your stack. Optimus is the supervision layer. --- ## Enterprise URL: https://www.optimuslabs.io/enterprise Audience: CIOs and IT Leaders H1: Scale autonomous execution fearlessly Subhead: AI agents are entering finance, sales, support, HR, and operations, not just engineering. Optimus gives IT a single way to see, govern, and prove control over agents across the entire business. What enterprise IT leaders are seeing today: 1. AI adoption outpaces governance — Departments are signing up for agents independently. IT finds out after the data is already exposed. 2. Policy without enforcement — Acceptable use documents are not controls. Without instrumentation, your policy is a suggestion. 3. Vendor sprawl — Every SaaS tool is shipping an agent. The question is no longer if, but how many you can safely operate. What Optimus delivers: - Org-wide agent registry — Discover every agent across every team and tool, sanctioned or not, in a single inventory. - Consistent policy — Detect the Lethal Trifecta across every department and block risky agents at runtime, before they act. - Compliance and audit — Evidence to satisfy auditors, boards, regulators, and customer security reviews on AI governance. - Faster, safer adoption — Say yes to more AI initiatives because you can see and control the risk in real time. Proof: Every enterprise user is now a builder of AI workflows. Optimus is how IT keeps that productive without losing the keys. --- ## grokpatrol URL: https://www.optimuslabs.io/grokpatrol/ Built with <3 by Optimus Labs. grokpatrol is an open-source forensic CLI for investigating the Grok Build CLI codebase-upload exposure. It scans a codebase for the telltale signs of the Grok Build CLI / Grok CLI exfiltration bucket: configuration files, remote references, and file artifacts that indicate an unauthorized upload occurred. ### What grokpatrol checks - Configuration files left by Grok Build CLI / Grok CLI - Remote references to known exfiltration buckets or suspicious endpoints - File artifacts that indicate codebase upload or analysis - Guarantees enforced by grokpatrol ### How to install Available via Homebrew and direct download. See the README for the latest command. ### Who built grokpatrol? Built by Optimus Labs, the agentic AI security platform for the enterprise endpoint. If grokpatrol is useful, you will probably like what we build for enterprises. Book a demo at https://www.optimuslabs.io/book-demo. --- ## leakpatrol URL: https://www.optimuslabs.io/leakpatrol/ leakpatrol is an open-source forensic CLI that checks whether a Coder deployment was exposed to the Coder registry infrastructure hijack, in which an attacker served credential-stealing modules from Coder's own trusted registry domain during a fourteen-hour window. There was no CVE and no poisoned package, so vulnerability scanners and dependency feeds never flagged it. ### What leakpatrol checks - Terraform state and module sources that resolved through the hijacked registry path - Cached and vendored modules pulled during the exposure window - Indicators of AI and cloud credential access: provider keys, cloud roles, and git tokens reachable from the workspace - Verdict and report output that tells you whether to assume credential exposure and rotate ### How to install Available via Homebrew and direct download. See the page and README for the current command. ### Related research Full analysis: https://www.optimuslabs.io/research/briefings/coder-registry-infrastructure-hijack --- ## Company - Legal name: Optimus AI, Inc. - Brand: Optimus Labs - Website: https://www.optimuslabs.io - Contact: hello@optimuslabs.io - GitHub: https://github.com/optimuslabs-io - Substack: https://futureofcyber.substack.com/ This content is provided as a convenience for AI agents and crawlers. Canonical, styled, and interactive versions of every page live at the URLs listed above.