Why AI-Generated Code Becomes Hard to Maintain AI can produce working code in seconds. The real problem often appears later, when you need to change it. A generated function may solve today'…
Why AI-Generated Code Works but Still Needs a Human Review AI can write a function in seconds, fix a syntax error, and even generate an entire small application from a description. But code that runs succes…
How to Make AI-Generated Code Fit an Existing Codebase AI can generate working code in seconds. The harder problem begins when that code has to become part of an existing project. A generated function m…
How to Make AI Refactor One Function Without Breaking the Rest of Your Codebase AI coding assistants are surprisingly good at rewriting code. The difficult part is getting them to change only what you asked them to chang…
How to Make AI Generate Code That Fits an Existing Codebase One of the biggest problems with AI-generated code isn't that the code fails to work. It's that the code works but doesn't belong…
How to Write AI Debugging Prompts for Bugs That Only Happen Sometimes Some bugs are easy to reproduce. You click a button, the application crashes, and the same failure happens every time. Intermittent bugs…
How to Write AI Code Review Prompts That Find Bugs Without Rewriting Your Code AI coding assistants can review a piece of code in seconds, but there is a problem with many code-review prompts: they ask the AI to "improve&qu…