Stop AI Coding Agents Editing Unrelated Files: 8 Proven Rules
Blunt question, straight from the forums: how do you stop ai coding agents editing unrelated files? A builder asks for one fix in one file. The agent ships.
Editorial & Publications
Category: AI Assisted Development
Vibe Coding Problems: 9 Ways Builds Fall Apart After Demo
Nine vibe coding problems explain why the app that won the demo falls apart on its first real user. I build with AI every day. The problem was never the model.
AI Code Review Best Practices: 11 Proven Diff Checks
Snippets were one thing. Generated pull requests are another. The shift turned ai code review best practices into a survival skill. An agent can open a diff.
AI Software Development Checklist: 10 Essential Code Checks
An ai software development checklist turns a vague AI build into ten checkable gates. This one fits code projects of any size, and you can reuse it without.
AI Coding Project Audit: 8 Evidence Steps That Expose Real Gaps
An ai coding project audit reviews an AI-built project against evidence, then grades every gap by harm. Eight steps take a messy build to a written verdict.
Local AI Agent Workflow for Software Development: 7 Proven Steps
Run a local AI agent workflow for software development with private models, offline checkpoints, and no token bills. Full 4-layer setup guide.
build software with ai without coding: a realistic starting path
A practical guide to build software with ai without coding. What AI can and cannot replace, the first project to pick, the workflow to follow, and the limits to expect.