Tag: technical debt

Discover when to shift from fast vibe-coded MVPs to robust production engineering. Learn key triggers like user count thresholds, security risks, and cost implications.

A practical guide to rescuing architectures built by LLMs. Learn how to use static analysis, characterization tests, and theme-based refactoring to eliminate technical debt and restore reliability to AI-generated codebases.

AI-generated code often works-but not well. Learn when to rewrite instead of refactoring to avoid technical debt, security risks, and wasted effort. Data-driven guidelines for smarter decisions.