Pre-Generation AI SecuritySecure Code Before It's Written
The paradigm shift from reactive scanning to proactive prevention. Secure your AI coding assistants at the source and eliminate security debt entirely.
The Evolution of Application Security
Post-Deployment Security (DAST)
Test applications after deployment in production or staging environments
Post-Code Security (SAST, SCA)
Scan code after it's written but before deployment to find vulnerabilities
Pre-Generation Security (vibeward)
Prevent vulnerabilities before code is generated by securing AI prompts and context
How Pre-Generation Security Works
Traditional Flow (Post-Code)
Pre-Generation Flow (vibeward)
Key Principles of Pre-Generation Security
Context-Aware
Understands what you're building from tickets, requirements, and codebase patterns
Real-Time Injection
Security requirements added to AI prompts in milliseconds, transparently
Compliance-Native
HIPAA, SOC2, PCI-DSS requirements automatically enforced in generated code
Pre-Generation vs Post-Code Security
| Metric | Post-Code (SAST/DAST) | Pre-Generation (vibeward) |
|---|---|---|
| Security Debt Accumulation | High | Zero |
| Time to Fix Vulnerabilities | 5-10 days | Prevented |
| Developer Context Switching | Constant | None |
| Compliance Documentation | Manual | Automatic |
| False Positive Rate | 20-40% | <5% |
| Velocity Impact | 30-50% slower | 10x faster |
Who Benefits from Pre-Generation Security?
AI-Heavy Development Teams
Teams using Copilot, Cursor, or ChatGPT for >50% of code generation need to ensure that code is secure from the start
Regulated Industries
Healthcare (HIPAA), Finance (PCI-DSS), SaaS (SOC2) - compliance must be baked into code, not added later
Fast-Moving Startups
Ship quickly without accumulating security debt that will slow you down later
Enterprise Security Teams
Scale security across hundreds of developers without hiring more security engineers
Ready to Experience the Future of Secure Development?
Join the waitlist and be among the first to implement pre-generation security
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