Merge Secure

Security for the Vibe Coding Era

Protect AI-generated code with intelligent security that understands LLM coding patterns

Detects Hallucinated Security
Prevents Prompt Injection
Secures Dependencies
GitHub Integration

The Vibe Coding Revolution

As vibe coding transforms software development, new security challenges emerge that require specialized protection

Describe in English

Simply tell the AI what you want to build in natural language, without needing to know specific programming languages.

AI Generates Code

The AI creates working code based on your description, handling the technical implementation details for you.

Security Risks

AI-generated code can contain hidden vulnerabilities that traditional security tools aren't designed to detect.

Why Vibe Code Needs Special Security

AI-generated code introduces unique security challenges that require specialized protection

Unique Vibe Code Vulnerabilities

  • Hallucinated Security Features

    AI may generate code that appears secure but contains subtle flaws or incomplete implementations.

  • Prompt Injection Vulnerabilities

    Malicious prompts can trick AI into generating code with backdoors or security flaws.

  • Dependency Confusion

    AI often includes dependencies without proper version pinning or security verification.

How MergeSecure Protects You

  • AI-Aware Security Scanning

    Our system understands LLM coding patterns and can detect AI-specific vulnerabilities.

  • Prompt Injection Detection

    Identifies code that may have been generated from potentially malicious prompts.

  • Dependency Security Verification

    Automatically checks and secures dependencies in AI-generated code.

How MergeSecure Works

1

Connect Your Repository

Link your GitHub repository where you store your vibe-coded projects

2

AI-Aware Analysis

Our specialized AI security system analyzes your code for vibe coding vulnerabilities

3

Secure Your Code

Get detailed reports and automated fixes specifically designed for AI-generated code

Common Vibe Coding Security Risks

Understanding the unique security challenges in AI-generated code

Code-Level Vulnerabilities

AI models often generate code with subtle security flaws that traditional scanners miss. These vulnerabilities are particularly dangerous because the code appears correct at first glance.

Common Issues:

  • Hallucinated Security Features

    AI may generate authentication code that looks secure but contains logical flaws or incomplete implementations.

  • Improper Error Handling

    Error handlers that expose sensitive information or fail to properly validate inputs.

  • Insecure Default Configurations

    Generated code often includes development-oriented defaults that aren't safe for production.

Architectural Vulnerabilities

Beyond individual code snippets, vibe coding can introduce system-level security issues that affect the entire application architecture and its interactions.

Critical Concerns:

  • Dependency Confusion

    AI often includes dependencies without proper version pinning, creating supply chain vulnerabilities.

  • Insecure API Integrations

    Generated code may implement API calls without proper authentication or data validation.

  • Compliance Violations

    AI-generated code frequently violates industry standards like GDPR, HIPAA, or PCI-DSS without explicit guidance.

How MergeSecure Addresses These Risks

1
AI-Aware Scanning

Our security engine is specifically trained on LLM-generated code patterns to detect subtle vulnerabilities that traditional scanners miss.

2
Automated Remediation

Beyond just identifying issues, MergeSecure suggests and can automatically implement fixes tailored to vibe-coded projects.

3
Continuous Protection

Integration with GitHub ensures every pull request is analyzed before merging, preventing vulnerabilities from reaching production.

Pricing Plans

Free

For Small Projects

$0
  • Up to 3 repositories
  • Basic vibe code scanning
  • Community support
  • GitHub integration
Most Popular

Pro

For Vibe Coders

$99/month
  • Unlimited repositories
  • Advanced AI-aware scanning
  • Prompt injection detection
  • Dependency verification
  • Priority support
  • Custom security rules

Enterprise

For Organizations

Custom Pricing
  • Custom security policies
  • Dedicated support
  • Advanced API access
  • On-premises deployment
  • SLA guarantee
  • Security audit logs
  • SAML SSO