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Thoughts on software architecture, AI-assisted development, and engineering practices.

Ralph Wiggum — the inspiration behind the Ralph Loop agentic development pattern
AI Cursor Productivity Agentic Dev

The Ralph Loop with Cursor: Agentic Development Without Context Collapse

How to implement the Ralph Loop pattern in Cursor using subagents — keeping AI context fresh and token costs linear across an entire feature build.

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