📰 Dev.to · Avery

I Found a useEffect With Three Missing Dependencies Right Next to One With Five Unnecessary Ones. Same Codebase.

I Found Four Different Solutions to the Same Prop Drilling Problem in One Codebase. All Written by AI.

You Think Senior Developers Prompt Better. They Just Stopped Hoping the AI Would Guess Right.

Your Code Review Happens After Generation. Your Standard Needs to Happen Before It.

TalorData is now available for Dify!

Your AI Has More Context Than Ever. It Still Does Not Know Your Standard. Context and Rules Are Not the Same Thing.

Every React Project Develops a Domain Language Over Time. The AI Invents Its Own Every Session.

I Started Tracking How Much Time I Spent Correcting AI Output. The Number Changed Everything.

The Most Expensive AI Standard Problem Is the One You Cannot See Yet.

Your Code Review Is Working Perfectly. It Just Cannot Catch What Was Never Defined.

My Own Codebase Stopped Feeling Like Mine. Here Is What I Found When I Looked Closer.

A Code Review Catches Mistakes. An AI Audit Catches the Missing Rules That Caused Them.

Your AI Produces Its Worst React Code Exactly When You Need Its Best.

I Have Taken Over React Projects Without Standards. Here Is What That Actually Feels Like.

Launch Day Was Perfect. Day Two Showed What GitHub Copilot Had Been Hiding.

Your React Standards Exist. They Are Just Trapped in Your Head Where GitHub Copilot Cannot Reach Them.

GitHub Copilot Respects Your TypeScript Types. It Does Not Respect Your Architecture.

Working Code Is Not the Same as Clean Code. GitHub Copilot Does Not Know the Difference.

Your React Code Follows Every Clean Code Rule. Your AI Has Never Heard of Them.

You Work Alone. But Your React Codebase Looks Like Five Developers Built It.

You Switched From GitHub Copilot to Cursor. The Inconsistency Followed You.

Technical Debt Does Not Come From Moving Fast. It Comes From Having No AI Standard.

What Senior React Developers Do Differently With GitHub Copilot. It Is Not the Prompt.

From Chaos to Predictable React Output. What Changed When I Stopped Relying on Prompts.