Talk and Walk

• When Documentation Stops Rotting: From Karpathy's LLM Wiki to Software Engineering Documentation

  Documentation decay is a chronic problem in software engineering. Starting from Karpathy's LLM Wiki concept, this article explores how LLMs can take over the tedious work of documentation maintenance, building a living knowledge base that evolves with code.

  Apr 9, 2026 - 7 minute read - LLM Documentation Software Engineering Karpathy Knowledge Management
• Frontend-Driven Development in the Vibe Coding Era

  In the age of AI-assisted development, frontend-driven development is replacing traditional backend-driven and API-driven approaches. This article explores the philosophy of design-is-implementation, implementation-is-delivery, and why frontend-driven is the optimal choice in the Vibe Coding era.

  Mar 9, 2026 - 8 minute read - Vibe Coding Frontend Development Software Engineering AI-Assisted Development