Real fixes for broken websites and AI-generated code
Practical technical guides, diagnostics, recovery walkthroughs, and deep dives into the real-world failures we see fixing WordPress and AI-built websites.
Technical articles based on real-world failures
AI App Technical Debt: Signs Your Vibe-Coded App Needs Stabilising
Practical warning signs that an AI-built app has become fragile or difficult to maintain, and when stabilisation should come before more features.
Vibe Coding Problems That Matter Before Launch
The real problems with vibe coding are prompt regressions, fragile structure, data and access faults, deployment gaps and weak ownership. This guide separates manageable issues from launch blockers.
Vibe Coding Security Risks To Check Before Launch
Security risk in a vibe-coded app depends on its users, data and privileged actions. Review identity, permissions, secrets and production behaviour before launch.
Vibe Coding Complex Apps: Where Prompts Stop Being Enough
Complex apps are difficult because several rules must remain true at the same time. Prompts can help implement them, but architecture, testing and technical ownership become essential.
Vibe Coding for Business: Useful Tool or Risk?
Vibe coding can suit business prototypes, limited internal tools and testable workflows. Customer portals, private data and core operations need stronger checks around access, deployment, ownership and support.