Stop Waiting for the AI Code Crisis.

Get The Vibe Code Governance Playbook.

Generative AI is delivering code faster than your security and compliance teams can keep up. If you don’t establish clear governance, you risk introducing massive technical debt, unpredictable security vulnerabilities, and vendor lock-in that will cripple your scale.

Don’t Let AI Debt Be Your Legacy.

Stop Paying the AI Code Debt. Your team shipped faster than ever. Now what? Download The Vibe Code Governance Playbook now to implement the battle-tested strategies technical leaders use to embrace GenAI, secure their codebase, and avoid catastrophic technical debt.

Trusted by leaders in Finance, Healthcare, and Logistics

Engineering-First Approach. SOC 2 Certified.

  • Map and Mitigate the Risk Profile

Implement a rapid, three-bucket system (Throwaway, Transitional, Critical Path) to swiftly identify and sort all AI-generated code in your codebase, giving you immediate visibility into your most urgent security and compliance exposure.

  • Eliminate the Maintenance Spiral

Learn to deploy non-negotiable Quality Gates, including mandatory test coverage, architecture review, and security scans, specifically designed to correct the predictable failure patterns of AI-generated code (missing error handling, hardcoded secrets, outdated packages).

  • Structure for Secure, Scalable Integration

Move beyond isolated prototypes. We provide the framework to successfully integrate “vibe-coded” solutions into your existing data models, auth patterns, and complex vendor APIs, ensuring they are production-ready and align with your long-term architecture.

  • Refactor vs. Rebuild: Make the Right Call

Access our data-driven decision matrix to determine whether a messy, AI-generated solution is salvageable or requires a costly rebuild, focusing your engineering budget and time where they yield the highest return.

We Respect Your Privacy

By downloading, you agree to receive strategic engineering insights from Hoyack. We will never spam you.