AI-Era Development Methodology & Culture

Development methodology guides organized by AI tool, covering practical workflows that leverage each tool's strengths.

• Loop Engineering

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  How to design AI agent loops around triggers, verification, stopping conditions, and Human in the Loop escalation

• Claude Methodology Guide

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  Long-form reasoning and Claude Code development practices - GitHub Copilot Methodology Guide

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  ApplyTo, chat, and enterprise operation patterns