InfoMukesh Blog

Build better with practical developer notes.

Practical developer notes for PHP, Laravel, AI, commerce platforms, and useful web apps from InfoMukesh.

Recent posts

Latest from the notebook

All articles

The AI Code Review Bottleneck Nobody Warned Us About

AI coding tools have made writing an app faster than ever, but that speed didn't remove the bottleneck — it just moved it downstream to code review. This post breaks down why AI-generated code tends to skip architecture and testing by default, how that shows up as cascading production failures, and why the actual engineering work now happens at review time instead of at the keyboard.

Product connection

Need the actual tools?

Use the live InfoMukesh product for QR generation and web utilities, then come back here for the build notes behind them.

Visit InfoMukesh