Before You Rely on AI for Coding, Fix Your Docs First

<h2> Introduction: The Moment Manual Coding Became "Optional" </h2> <p>In January 2026, Boris Cherny, head of Claude Code at Anthropic, made a statement that reverberated across

<h2> From "Prove It in Code" to "Prove It in Judgment" </h2> <p>For decades, credibility in software came from what you built with your own hands. Writing robust systems required

<p>We are starting to trust AI with one of the most important parts of software development: code review.</p> <p>At first, this feels like a natural step. AI writes code, so it

<p>I have been a freelance frontend developer for a while now.</p> <p>I use GitHub Copilot and Cursor every day. AI coding tools that are supposed to make me faster.</p> <p>And

<p>"The Reasoning Trap." The line the authors won't quite say out loud is that the smarter your model gets at reasoning, the more likely it is to fabricate a tool that doesn't

<p>You opened ChatGPT before Slack this morning.<br /><br /> Not for anything complicated. Just to figure out how to begin.</p> <p>That small move is already changing what

<p>A Python developer with "AI Solutions Architect" in their GitHub bio pushes 8,500 lines of eBPF Rust in a single commit. The commit author is "Blackwall AI." The

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