The LLM Wiki Pattern: A Second Brain That Compounds
RAG rediscovers knowledge every time. My wiki accumulates it. Andrej Karpathy's LLM Wiki Pattern, implemented with a Claude agent that maintains the whole thing.
The working archive of Pongsakorn Thipayanate (pyyupsk) — tools, writings, and systems.
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RAG rediscovers knowledge every time. My wiki accumulates it. Andrej Karpathy's LLM Wiki Pattern, implemented with a Claude agent that maintains the whole thing.
The four problems with plain Vite environment variables — and the plugin I wrote to fix them.
Stable HTTPS URLs for local dev with Cloudflared Tunnel — no more broken webhooks after every restart.
Practical Git knowledge from init to pull request — no jargon, no cheat sheets, just what you need on day one.
48,185 CVEs in one year, exploits within hours, and a 1000x improvement from Rust. The numbers that changed how I think about security.
Five tools, minimal config, strict defaults. The npm package setup I actually maintain.
How uv, Ruff, and pyproject.toml replaced my entire Python toolchain — and made it feel like TypeScript.
Feature-based folders, minimal abstractions, obvious boundaries. The architecture I actually ship.
Navigating Python's ecosystem as a Node.js developer — package management, virtual environments, and the tools that bridge the gap.
My Vue starter after years of client projects — TypeScript, Vite, file-based routing, done in minutes.
From React to Vue.js — the wins, the friction, and what both ecosystems taught me.