AI Security Officer for GitHub repos

Review your codebefore attackers do.

CtrlCode reviews security risks, architecture weaknesses, production-readiness issues, and gives AI-ready fix prompts. Copy focused remediation instructions into Cursor or Codex, fix the issue, and rescan.

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 that needs attention, then helps your coding agent act on it.

01

Connect GitHub

02

Run review

03

Inspect findings

04

Fix and rescan

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
03Security 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.

04Exact 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.

05Agent-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

Reliability risks

AI-ready remediation prompts

CtrlCode assists with code review and prioritization; it does not guarantee that a repository is free from security issues.

The fix loop

Review. Fix. Rescan.

Use the report as a working loop with your coding agent—not a PDF that disappears into a folder.

Example remediation flow

Illustrative scores, not a guaranteed outcome

Scan

51 / 100

Report

Prioritized

Copy prompt

Agent ready

Fix

In your editor

Rescan

82 / 100

Ready for review

Ship safer code with CtrlCode.

Connect GitHub, run a review, and get a security officer report in minutes.