10 Rules for Getting Better Results from AI Coding Agents

AI coding agents like Claude Code and Copilot Agent are transforming software development by handling complex tasks, but effective use requires clear specifications, project context, and validation rules. HackerRank's 2025 report shows 97% of developers use AI assistants, with nearly a third of code AI-generated, highlighting the need for strong engineering judgment alongside AI tools.