Security Alert — AI-Coded Vulnerabilities Rising

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auth.js

api.js

2 Issues Found

YOUR CODE

1const query = `SELECT *

2 FROM users WHERE id='${req.userId}'`

4const secret = "mypassword123"

5jwt.sign(payload, secret)

7db.query(query, callback)

✦ GOGREENLIGHT EXPLAINS

SQL Injection — Line 2

You're inserting user input directly into a database query. An attacker can type ' OR 1=1 -- to read every user's data in your database — no password needed.

How to fix it

Replace with a parameterized query: WHERE id = ? and pass the value separately. GoGreenlight can generate the corrected code for you instantly.

Built by an Expert

Helping developers build secure applications since 2010.

GoGreenlight was founded by Michael Sheppard — a career application security expert with 16+ years building enterprise AppSec programs. GoGreenlight is the continuation of that mission: delivering the security expertise that only large enterprises could afford accessible to every vibe coder, AI-coder, developer and team, now powered by AI.

Michael Sheppard

Founder & CEO, GoGreenlight

Application Security Expert since 2010

Enterprise AppSec Programs

Built at Blue Cross Blue Shield, VISA, HP, Wells Fargo, IBM, Domino's, Humana, JPMC & more

16+ Years of Experience

SCA, SAST, DAST, CI/CD Security, Penetration Testing, Developer Security Training, Security Architecture & more

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Security Alert

The financial impact of an app data breach

Hackers are actively exploiting AI-coded application vulnerabilities. The cost when they succeed isn't just technical — it hits every part of your business.

Critical Warning: By 2027, 70% of app vulnerabilities will come from AI coding

Vibe coding moves fast — but traditional security tools weren't built for AI-generated code. GoGreenlight was.

Learn about SAR Reports →

Lawsuits

Defend against expensive class-action litigation and mounting legal fees when unsecured user data is exposed. A single breach can trigger years of legal proceedings that dwarf your development costs.

Regulatory Fines

Incur massive financial penalties for violating strict global data privacy compliance laws like GDPR and CCPA. Fines can reach 4% of annual global turnover — before any legal costs.

Operational Cost

Drain valuable engineering resources with emergency patching, downtime, and extensive forensic investigations. Teams that were building can spend months on incident response instead.

Reputational Harm

Suffer lasting brand damage, irreversible customer churn, and a complete loss of hard-earned user trust. Studies show 65% of users stop using a product after a data breach.

Works With Your Stack

Built for the platforms vibecoders already use

Connect your workflow once and keep enterprise-grade security guardrails across every repository — whatever stack you're building with.

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Python

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for developers and vibecoders

Three steps from vulnerable to production-ready — no security background required.

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Connect your GitHub repository and GoGreenlight immediately performs a comprehensive scan — every file, every dependency, every configuration. You get instant visibility into your security posture with a clear, prioritised list of issues to fix.

Full codebase scan — every file and dependency Prioritised findings by real-world risk, not just severity score Detects SQLi, XSS, hardcoded secrets, auth flaws and more Continuous scans on every push and pull request

api-server — Scan Complete 3 Issues Found

100%

Scanning

Pass 2

Passed

Fail 1

Critical

Hardcoded JWT Secret (auth.js:23)

Your signing secret is visible to anyone who reads the code.

Missing Rate Limiting (login endpoint)

Attackers can try millions of passwords automatically.

Password Hashing — OK

bcrypt implementation looks correct.

Security Chat — AI Active Online

GoGreenlight AI

I found a SQL Injection vulnerability on line 42 of your user query. Your code is inserting the user's input directly into the database command — this lets an attacker read, modify, or delete any data in your database.

You

How serious is this? Can you show me the fix?

This is critical severity — it's one of the top ways applications get breached. Here's the corrected code using parameterized queries, which is the industry-standard fix...

Find vulnerabilities in auth.ts | Ask GoGreenlight

Review & Understand

Ask questions. Get answers in plain English.

GoGreenlight's AI explains every vulnerability the way a senior security engineer would — clear, direct, jargon-free. Ask follow-up questions until you fully understand what's wrong and exactly why it matters for your specific application.

Every risk explained in plain English, not CVE codes Understand the real-world impact on your users and data Conversational — ask any follow-up question Context-aware — knows your entire codebase

Fix & Secure

Get best-practice code fixes. Rescan. Ship.

GoGreenlight doesn't just find problems — it fixes them. Get production-ready, best-practice code remediations you can apply directly. Rescan to confirm the fix worked, then deploy with complete confidence.

Best-practice code remediation for every finding Instant AI-generated fix tailored to your exact code Rescan to verify the vulnerability is resolved SAR Report auto-updated — ready to share

server.js ✨ AI Fix Applied

            import express from 'express';

            const app = express();

            // ✓ Fixed: input is now sanitized before use

            app.get('/api', (req) => sanitize(req.query.input));

            app.listen(3000);

            module.exports = app;

Rescan Passed — 0 Critical Issues

Safe to deploy. Your SAR Report has been updated.

Trusted By Vibecoders & Enterprise Teams

What our customers are saying

"GoGreenlight completely changed how we build. We're turning ideas into secure, production-ready applications in a fraction of the time. The vibe coding experience is unmatched — it actually understands the context of our entire codebase."

Sarah Jenkins

Lead Engineer

cars.com

"As a fintech platform, we can't afford vulnerabilities. GoGreenlight gives our team the massive speed boost of AI generation, but with the enterprise-grade security guardrails we actually need to sleep at night."

Marcus Thorne

CTO

VaultPay

"The promise of vibe coding is real, but only if you have the right infrastructure backing it up. GoGreenlight takes away the anxiety of deploying AI-assisted code. My team can build confidently without constantly looking over their shoulders."

Alex Smith

Independent Vibe Coder

The GoGreenlight Difference

Built for AI-generated code.
Others weren't.

Traditional security tools were designed for manually-written code. GoGreenlight is the only platform built specifically for the vibe coding era — where AI writes the code and security has to keep up.

❌ Snyk / SonarQube

Traditional Scanners

Built for manually-written code. Struggles with AI-generated code patterns and vibe coding workflows.

✗Not optimised for AI-generated code

✗Complex setup and configuration

✗Technical jargon — requires security expertise

~Finds vulnerabilities but doesn't explain them

✗No conversational AI to answer questions

✗Expensive and built for large security teams

BEST CHOICE

✦ GoGreenlight

Built for Vibe Coding

Designed from the ground up for AI-generated code — the only platform that secures how modern developers actually build.

✓Purpose-built for AI and vibe-coded apps

✓Connect and scan in under 60 seconds

✓Plain English — no security degree required

✓AI explains every issue and how to fix it

✓Conversational chat for any security question

✓Free plan — start securing your code today

⚠️ GitHub Copilot

Code Generator

Writes code fast — including insecure code. Copilot generates; GoGreenlight secures what Copilot creates.

✓Excellent at generating code quickly

✗Regularly generates vulnerable code patterns

✗No security scanning or assessment

✗No SAR Reports for clients or auditors

✗No remediation guidance

✗No visibility into your security posture

Pricing

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Got questions? We've got answers.

Learn more about how GoGreenlight helps you build secure applications.

What is GoGreenlight?

GoGreenlight is an AI-powered application security platform built for the vibe coding era. Connect your GitHub repository and our AI scans your entire codebase — including AI-generated code — for security vulnerabilities. You get clear, plain-English explanations of every issue found and exact guidance on how to fix it. No security expertise required. Our platform includes Security Assessment Reports (SARs) you can share with clients, use for compliance, or review with your team.

How is this different from Snyk or GitHub Copilot?

Traditional security scanners like Snyk were designed for manually-written code — they miss the unique vulnerability patterns that appear in AI-generated (vibe-coded) applications. GitHub Copilot generates code fast, but it regularly produces insecure code and offers no security assessment capability at all. GoGreenlight is purpose-built for the way modern developers actually work — where AI writes the code and security needs to keep pace. We also differentiate on plain-English explanations and conversational remediation: you chat with GoGreenlight to understand and fix issues, rather than reading cryptic technical reports.

Is my code safe? Do you store my source code?

Your code security is our top priority. GoGreenlight is SOC 2 Certified and ISO 27001 Certified — two of the most rigorous independent security standards in the industry. We do not permanently store your source code. Our AI analyses your code during the scan session to identify vulnerability patterns, then the analysis is complete. Your intellectual property stays yours. All data is encrypted in transit and at rest, and you can review our full security and compliance posture at app.gogreenlight.io/security-compliance.

Who is GoGreenlight built for?

GoGreenlight is built for two audiences who share the same problem. First, vibe coders — developers who use AI tools like GitHub Copilot, Cursor, or ChatGPT to build applications fast, and who want to ship that AI-generated code securely without needing a security background. Second, enterprise engineering teams whose developers are increasingly incorporating AI-generated code into their products and who need organisation-wide security visibility, team collaboration, and compliance-ready SAR Reports. If AI is writing any part of your codebase, GoGreenlight is for you.

Can I check a quick code snippet instead of a whole repo?

Yes. You don't have to connect a full GitHub repository to get value from GoGreenlight. Use the security prompt to paste any code snippet and ask GoGreenlight to analyse it for vulnerabilities. This is perfect for checking a specific function you're unsure about, reviewing a piece of AI-generated code before including it in your project, or getting a quick answer to a security question. Just paste your code, ask your question, and get an immediate plain-English response.

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