AI-Native Development

History and implications of AI-first development for engineering quality

Cursor vs Windsurf vs Claude Code vs Copilot — real capability comparison

System prompt engineering for your codebase and IDE

The 500-line limit, context rot, and architectural integrity under AI pressure

CodeRabbit, Ellipsis, Graphite — automated PR review in CI

Getting AI to write production code, not just prototypes

Staging, verification, and rollback patterns for large AI-driven changes

Trust-but-verify patterns, property-based testing, mutation testing

Common AI code security anti-patterns and how to catch them

Agents, rules, tools, and checkpoints for professional AI-native development