Contributing Writer
Technical writer and software engineer covering AI-powered development tools, code intelligence, and modern engineering practices.
AI writes code fast but can't understand your codebase. Here's what breaks when you ship AI-generated code—and how to fix the intelligence gap.
Stop using ChatGPT as a search engine. MCP lets AI assistants access your feature catalog, code health data, and competitive gaps directly.