Engineering Notes

A collection of thoughts on software architecture, frontend engineering, AI systems, and technical thinking. Written for developers who care about craft.

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engineering

Technical Debt Is a Risk Conversation

A practical framework for turning engineering pain into decision-ready technical debt proposals that managers, product partners, and tech leads can evaluate.

May 12, 20268 min read

engineering

ai

AI Doesn’t Make You Learn Faster. It Changes What You Learn.

AI can help you finish work faster, but it can also remove the practice that builds real engineering judgment.

April 14, 20269 min read

ai