Build Security Into
The Agent Loop

Find vulnerabilities as agents work, guide them through fixes, and verify the results, before findings turn into tickets.

The problem

AI is an Asset and a Risk

Security findings in review send work back into the queue. Illustrative workflow: PRs queue for review. A vulnerability is found, sending a PR back for rework and another review while the queue builds. Shipping slows. PRs REWORK REVIEW VULNERABILITY FOUND SHIP
Bottleneck 001

More to Review

The new bottle neck is your team's ability to review all the code agents create.

Exposure 002

Hackers Are More Dangerous

With AI, bad actors can exploit vulnerabilities faster and more easily than ever before.

Volume 003

Your Backlog is Growing

Dev teams are forced to slow down to deal with vulnerability backlogs growing from dozens of static scanning tools.

Noise 004

False Positives Obscure the Reality

Tools of the past can't keep up with the speed of modern teams. False positives sap valuable dev time or cause alert blindness.

Introducing Rig

Automated Security
Inside the Loop

Rig checks the application when the coding agent finishes its work. Findings go straight back to the agent, while the code and context are still fresh.

workspace / search-api
⌘   routes/search.tsmodified
›_Agent chatsearch-api
You

Add a search endpoint for users.

Agent

Done. I added the search endpoint.

⌄Rigcompletion hookRunning

Starting the application locally and checking the change…

THE LOOP / 01

The agent finishes a change. Rig starts a check.

Rig connects to the agent’s completion hook. The check starts automatically, without a developer remembering to run a scan.

The Difference

Static analysis reads the code.
Rig tests what it does.

Static analysis finds potential vulnerabilities in source code. Rig adds evidence from the running application, separating what could happen from what happened during a test.

01 / STATIC ANALYSISSource code
12input = request.query
13query = buildQuery(input)
14database.execute(query)
A potential vulnerability

Identified by analyzing the code.

02 / RIG RUNTIME TESTINGRunning app
Test input
App code
Database
A confirmed execution path

Observed while testing the application.

01

Reachability, confirmed.

Static analysis can identify a potentially vulnerable path. Rig confirms that the path actually executes in the running application before reporting a finding.

02

Runtime context, included.

Static analysis models how code may behave. Rig observes how it behaves with the inputs, configuration, and dependencies present during the test.

03

Evidence, ready to act on.

A static finding can leave developers checking whether an issue is reachable. Rig includes execution evidence and the code location, giving developers and agents concrete fix instructions.

How it Works

Runtime and Inline

Rig understands your application so it can thoroughly test it for vulnerabilities.

ENTRYCODE PATHSSINK
ENTRYCODE PATHSSINK
ENTRYCODE PATHSSINK CONFIRMED
Security checked earlier. Less rework in review. Illustrative workflow: PRs arrive with security checks passed during development. They pause briefly for review and move steadily toward shipping. Passed checks do not guarantee an entire PR is vulnerability-free. PRs REVIEW SHIP
Benefits

Fewer Vulnerabilities Reach Review

Find and fix vulnerabilities while agents work in minutes, not weeks or months.

Catch More

Catch more vulnerabilities before they make it to review or production.

Chase Less

Stop distracting developers with false positives so they can stay on task.

Ship More

Your developers spend more time shipping and less time managing vulnerability findings.

Get started

Set up Rig where
the code gets written.

  1. 01 / INSTALL

    Install the CLI.

    Rig runs on the developer’s computer, alongside the application being tested.

  2. 02 / CONNECT

    Connect the coding agent.

    Connect Rig to the agent’s completion hook so a finished task triggers a security check.

  3. 03 / CHECK

    Run the first check.

    Check the application and review the result, Rig checks subsequent work through the agent workflow.

Need feedback outside an agent session? Developers can also run a check directly from the CLI.

Works with your stack.

Agents

CodexClaude CodeOpenCode

Editors & terminal

VS CodeTerminal

Languages

PythonJavaScriptRust

CI / CD

GitHubGitLab
FAQ

Frequently asked questions.

01Does Rig work with my existing coding agents?

Rig connects to a supported coding agent through its completion hook. During the demo, we’ll review the team’s agent and application to confirm fit.

02Who makes the code changes / fixes to reported vulnerabilities?

Your existing coding agent makes the fix. Rig supplies the finding, code location, and fix guidance, then checks the updated code.

03Is Rig checking every keystroke?

No. The automatic check starts when the agent signals that it has finished its work. Developers can also run a check manually through the CL

04What happens if a fix does not work?

Rig reports that the vulnerability remains. If testing cannot complete, that is reported separately from a passed check.

05Does a clean scan mean the entire application is secure?

No. It means Rig completed the checks within that scan’s scope without confirming a vulnerability. Untested paths are not proven safe, and incomplete checks are reported separately.

06Will Rig Collect my Data?

No, Rig is committed to being the most secure and private security testing tool available.. Our telemetry is limited. Tests run on device and code and conversations never leave the machine.

Ship Confidently