PreviewGuardrails for
Vibe Coding
Your developers and shadow IT are using AI coding agents every day. Guardian gives your security team visibility and control over every credential those agents hold, plus the resources and environments they can reach, across every machine in your fleet.
You locked down your CI/CD pipeline. You hardened your cloud IAM. But your developers' AI agents have the keys to everything, and nobody's watching.
AI agents don't ask permission.
AI coding agents run with full developer permissions. They can read AWS keys, database passwords, and API tokens. A single unmonitored session can exfiltrate secrets, make unauthorized API calls, or expose production credentials. And there's no audit trail.
Works with the agents your team already uses
Claude Code
Cursor
GitHub Copilot
Gemini Code
CodexFull visibility and control over your AI agents
What agents are running?
Guardian auto-discovers every AI coding agent across your fleet, including Claude Code, Cursor, Copilot, Aider, Gemini, and Codex. It maps the devices they run on and the MCP servers and plugins they connect to.
What can they reach?
See the blast radius of every agent. Guardian inventories the credentials each one can use, then maps them to the projects, resources, and environments those credentials unlock.
What are they doing?
Watch agents live, or replay any session after the fact. Guardian stitches every prompt, tool call, and credential use into one timeline, and raises a threat when a session matches a known attack pattern.
How do you control it?
Set the rules and enforce them. Guardian parses each command down to the Bash, Python, and SQL to see the credential, resource, and operation in play. Block risky actions, warn on others, and allow the rest.
How does it deploy?
In minutes, not months. Guardian runs as native hooks in each agent's own config: no proxy, no sandbox, no code changes. A lightweight daemon enforces your rules in milliseconds, even offline.
What is AI costing you?
Break down agent spend by project, model, and developer. When your team juggles several projects at once, you can finally see where the AI budget actually goes.
Most tools stop at the prompt.
Guardian parses the command.
Guardian deconstructs every command, tool call, and script about to run, down to the Bash, the Python, and the SQL: which credential is in play, which resource is being touched, whether the operation reads or writes, and whether the target is production. So a single rule can let an agent read freely, warn on a write to development, and block that same write to production.
Inside the agent,
across the fleet.
Guardian works inside the AI agent workflow through native hooks while giving you fleet-wide visibility. It's not a network proxy, a sandbox, or a secrets scanner. It's AI EDR: an inspection layer built specifically for coding agents.
Built for teams that
answer to auditors.
Every time Guardian blocks, warns, or allows an action, it records exactly which policy rules were in effect. Your audit trail is complete and provable. Auditors love that.