Prevent AI Code VulnerabilitiesBefore They Exist
Traditional security tools scan code after it's written. vibeward stops vulnerabilities from being generated in the first place by securing your AI coding assistants at the source.
The Problem with AI-Generated Code
AI coding assistants like GitHub Copilot, ChatGPT, and Cursor generate code fast. But they don't understand your security requirements, compliance needs, or company policies.
- ✗SQL injection vulnerabilities in database queries
- ✗Hardcoded secrets and API keys in code
- ✗Missing authentication and authorization checks
- ✗Non-compliant data handling (HIPAA, PCI-DSS, SOC2)
- ✗Insecure cryptography and weak hashing
- ✗Unvalidated user inputs and XSS vulnerabilities
Traditional Approach (Detection)
Result: Security debt accumulates, developers frustrated, slow releases
vibeward's Prevention-First Approach
Stop vulnerabilities before they're written by injecting security context directly into AI prompts
How Prevention Works
Detect Security Requirements at Ticket Level
vibeward analyzes your JIRA/Linear tickets and automatically identifies security-sensitive operations (auth, payments, data handling)
Inject Security Context into AI Prompts
When you ask Copilot/ChatGPT for code, security requirements are automatically added: "Use parameterized queries, bcrypt with 12 rounds, HIPAA-compliant encryption..."
AI Generates Secure Code from the Start
The AI assistant generates code that follows security best practices, compliance requirements, and your company policies automatically
Validate and Track
Optional validation ensures all requirements were met. Complete audit trail from ticket to deployed code for compliance reporting
Why Prevention Beats Detection
No Security Debt
Vulnerabilities never enter your codebase, eliminating expensive remediation cycles and technical debt
Developer Velocity
Code passes security review first time, no back-and-forth fixes, ship features faster
Compliance by Default
HIPAA, SOC2, PCI-DSS requirements baked into generated code automatically
Zero Training Required
Developers keep using their favorite AI tools, security happens transparently in the background
Complete Audit Trail
Every security requirement tracked from ticket to production for compliance reporting
Works with All AI Tools
GitHub Copilot, Cursor, ChatGPT, Claude, CodeWhisperer - we support them all
Learn More About Prevention-First Security
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