Vibe Coding Governance
AI code needs rules.
Vibe Coding without governance is like driving without brakes. We give your team clear guardrails for security, quality and budgeting.
Sound familiar?
The typical challenges we see with our clients.
AI tool sprawl
Everyone uses different tools, prompts, standards – nobody has an overview.
Security risks
AI-generated code often contains security vulnerabilities – and nobody checks systematically.
Uncontrollable costs
API costs for AI tools explode when there's no budget framework.
What we deliver
Concrete solutions that create immediate value.
Governance framework
7 battle-tested rules for code reviews, security, testing and budgeting of AI-generated code.
Security playbook
Checklists and automated checks for the most common AI code vulnerabilities.
Budget & ROI tracking
Make AI costs transparent and systematically measure return on investment.
How it works
Our proven process – step by step.
Current state analysis
Which tools are used? What does the current review process look like? Where are the risks?
Framework design
Tailor governance rules, security checklists and budget framework to your organization.
Implementation
CI/CD integration, automated security scans and dashboards for AI code metrics.
Review & iteration
Quarterly review and adaptation of the framework to new tools and insights.
Frequently Asked Questions
The most important questions – briefly answered.
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