Preview

Guardrails for
Vibe Coding

Your developers and shadow IT are using AI coding agents every day. Guardian gives security teams visibility and control over what they are doing. Including veto rights for every tool call, 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.

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Guardian dashboard showing fleet inventory, cost, activity, and policy enforcement

Claude Code

Cursor

GitHub Copilot

Gemini Code

Codex

Works with the agents your team already uses

40+

Credential formats discovered

Session threat paths detected

<1s

Policy evaluation time

Enforcement modes

Full visibility and control over your AI agents

Live session view
Full session replay
Threat pattern detection

How do you control it?

Guardian parses each command to see the credential, resource, and operation in play, then blocks, warns, or allows.

How do you control it?

Guardian parses each command to see the credential, resource, and operation in play, then blocks, warns, or allows.

Block, warn, audit, log, allow
Parses Bash, Python & SQL
Environment-aware rules

How does it deploy?

In minutes, not months. Native hooks in each agent's config: no sandbox, no code changes.

How does it deploy?

In minutes, not months. Native hooks in each agent's config: no sandbox, no code changes.

What is AI costing you?

Break down agent spend by project, model, and developer and see where the AI budget actually goes.

What is AI costing you?

Break down agent spend by project, model, and developer and see where the AI budget actually goes.

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.

✓See every credential on every developer machine

✓Know which AI agents are installed and active

✓Watch what agents do with credentials in real time

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. Your rules can use this context to decide if the action should be allowed, issue a warning or be blocked.

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 sandbox or a secrets scanner. It's AI EDR: an inspection layer built specifically for coding agents.

✓Native hooks. No code changes

✓Policy actions: Block, Warn, Ask, Allow

✓Monitor-first rollout: allows by default until you choose to block

✓Background daemon with offline resilience

✓SSO/OIDC/SAML integration

Guardian fleet architecture: a Guardian server with fleet console, policy, and audit log, connected to managed devices over device-initiated outbound HTTPS.

Guardian on a single device: AI agents fire hooks that write records to a spool, the guardian-daemon ingests them and runs credential detection, policy engine, and session watching, then syncs to the server.

Live audit trail

policy · decision · provenance