Every enterprise takes the same vibe coding journey. Here's how you get to the golden path to production faster.

Many enterprises are rapidly expanding access to AI coding agents beyond engineering teams, enabling employees to create useful prototypes quickly but then encountering a production barrier when those applications lack databases, identity controls, audit trails, code security, cost management, and approved deployment paths. The resulting risks—including insecure agent-generated code, package supply-chain attacks, prompt injection, and untracked applications—shift responsibility toward CIOs and CISOs, who generally seek to support rather than halt adoption. The proposed solution is a centrally managed “golden path” that automatically supplies identity and access management, security scanning, infrastructure and reliability capabilities, model cost controls, and organization-wide monitoring, allowing business users to deploy applications without manual approval workflows. As adoption reaches hundreds or thousands of apps, companies also need a software system of record that identifies each application’s owner, data access, dependencies, activity, and ability to be disabled, preventing rapid AI-enabled development from becoming unmanageable shadow IT.

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