CtrlCode
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AI Security Officer for code and live apps

Review your codebefore attackers do.

CtrlCode reviews your GitHub repository and tests your deployed application to uncover security risks, broken workflows, runtime failures, and production-readiness issues. Get prioritized findings and focused fix prompts for Cursor or Codex.

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Read-only access No code modifications Private scan results
CtrlCode · demo/saas-app
Example reviewNeeds attention

Security Officer Report

demo/saas-app · production-readiness review

64/ 100

Critical

1

High

3

Medium

4

Executive summary

Authorization and abuse-prevention gaps should be addressed before production release. Start with the upload route and exposed secret.

Prioritized findings

01Missing server-side authorizationcritical
02Missing rate limitinghigh
03Hardcoded API keyhigh

From repository to remediation

One review loop. Every risk in context.

CtrlCode connects high-level security posture to the exact code and runtime evidence that need attention, then helps your coding agent act on it.

01

Connect GitHub

02

Review code

03

Test live app

04

Inspect findings

05

Fix and verify

01Connect GitHub safely

Review code without giving up control.

Connect the repository you want to assess. CtrlCode uses read-only repository access to review code without writing, pushing, or modifying files.

  • Choose the repository and branch you want reviewed.
  • Repository access stays focused on analysis.
  • Your code is never modified by the review.
GitHub connection

GitHub connected

Read only

@demo-builder · example account

Read repository contents
Review the selected branch
No write or push permissions
02Production-readiness review

Check the boundaries attackers look for.

CtrlCode reviews authentication boundaries, API routes, environment handling, rate limits, data exposure, dependencies, and architecture risks.

Repository review

Reviewing demo/saas-app

Analyzing security boundaries

Example scan
app/api/auth/route.ts
app/api/upload/route.ts
lib/supabase/server.ts
.env.example
03Live System Testing

Test what the code does in the real application.

Run a controlled browser-based test against your deployed or staging application. CtrlCode checks real page behavior, runtime errors, failed requests, navigation, and supported workflows without performing destructive actions.

  • Observe real pages in a controlled browser session.
  • Capture runtime, console, network, and navigation failures.
  • Keep testing safe, same-origin, and non-destructive.
System Testing · demo-app.example
Example product viewNeeds attention

System Testing

demo-app.example · safe browser check

Test complete

Pages checked

6

Workflows

2

Findings

4

Status

Review

Browser activity

Homepage loaded
Sign-in page opened
Console error detected
Failed API request
Pricing navigation completed
High

Failed pricing API request

GET /api/pricing returned 500 during the pricing workflow.

Evidence

Page
/pricing
Request
GET /api/pricing
Status
500
04Security Officer Report

See what matters before reading every finding.

Start with the executive summary, business impact, technical risks, production readiness, top risks, quick wins, and remediation roadmap.

Security Officer Report
Needs attention

Production readiness

Example report · demo/saas-app

64 / 100

Business impact

Unauthorized uploads could expose storage and increase abuse costs.

Quick win

Require a verified session before parsing the request body.

Top risk

The upload route trusts all incoming requests.

Next step

Protect the route, add validation, then rescan.

05Exact finding context

Move from posture to the vulnerable line.

Inspect the affected file, available line context, evidence, impact, and a practical recommendation—without losing the bigger picture.

Finding detail
CriticalAuthorization · line 18

Missing server-side authorization

src/app/api/upload/route.ts18–21
18  export async function POST(req) {
19    const body = await req.json()
20    return upload(body)
21  }

Any unauthenticated caller can reach the upload handler.

06Agent-ready remediation

Give Cursor or Codex a focused fix brief.

Copy a structured prompt with the issue, constraints, and expected outcome so your coding agent can implement a safer change.

AI-ready remediation

Fix prompt

Example

Protect the upload route with server-side session validation. Reject unauthenticated requests before parsing input, validate the payload against an explicit schema, and add per-user rate limiting. Preserve the current response shape and include tests for unauthorized and malformed requests.

Copy for Cursor/Codex

Review coverage

A production-readiness lens across your codebase.

CtrlCode helps identify and prioritize risks across the surfaces that commonly decide whether an application is ready to ship.

Security risks

Auth and access control

API and route safety

Secrets and environment handling

Database, RLS, and data exposure

Rate limits and abuse prevention

Architecture weaknesses

Production readiness and reliability risks

Live application testing

Browser behavior, failed requests, runtime errors, and safe workflow checks.

AI-ready remediation prompts

CtrlCode assists with code review, system testing, and prioritization; it does not guarantee that a repository or deployed application is free from issues.

The fix loop

Review. Fix. Rescan.

Use each finding as a working loop with your coding agent: review the evidence, apply the focused fix, then rescan the repository or rerun the system test.

Example remediation flow

Illustrative scores, not a guaranteed outcome

Review

51 / 100

Test

Browser check

Prioritize

Evidence first

Fix

In your editor

Verify

82 / 100

Ready for review

Ship safer code with CtrlCode.

Connect GitHub, review your code, test your deployed application, and get focused findings in minutes.

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