prototype-to-production
Rescue Engineering AI Will Define 2026. Here's Why.
Rescue engineering AI is the emerging discipline of fixing broken AI-generated codebases. Why it will define 2026 and what founders and engineers must do now.
7 min read
Category
prototype-to-production
4 articles
prototype-to-production
How to Audit an AI-Generated Codebase in 5 Steps
A practical AI code audit framework for technical founders. Five steps to assess security, dependencies, architecture, and technical debt before shipping to production.
8 min read
prototype-to-production
5 Signs Your Vibe-Coded MVP Has Hidden Security Risks
Vibe coding risks are real: AI-generated code has 2.74x more vulnerabilities. Here are 5 warning signs in your vibe-coded app — and exactly how to fix each one.
8 min read
prototype-to-production
Why 90% of AI Projects Fail: The Prototype-to-Production Gap
An estimated 87–95% of AI projects never reach production. Learn what causes the prototype-to-production gap and how to close it before it kills your project.
12 min read
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