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Dev.to
Dev.to
6/18/2026
AI Can Build the Prototype. Production Is Still the Hard Part.

AI Can Build the Prototype. Production Is Still the Hard Part.

Short summary

AI coding tools excel at rapid prototyping, but shipping to production requires managing authentication, environment variables, database rules, webhooks, billing systems, monitoring, and deployment configuration—infrastructure concerns most AI tools ignore. VibeRaven is an open-source tool that scans your repository to create a production-readiness checklist identifying what exists, what's missing, and what requires provider configuration.

  • AI tools excel at building prototypes but ignore production infrastructure
  • VibeRaven audits your codebase for production-readiness gaps
  • Immediately actionable via `npx -y viberaven` from GitHub

Generated with AI, which can make mistakes.

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