AI Dev Setup

A place to document how I use AI to assist the development of software. To increase its chances of enduring time, I’ll focus on age old approaches that have worked for decades: thinking and planning, good source control discipline, testing, linting code quality, etc. Context Is King Token Sizing Guidelines (Pebble → Boulder) Caching Codebase Knowledge 1. CLAUDE.md Files (Persistent Memory) 2. API-Level Prompt Caching Best Practice Workflow Claude Claude Code Context Management Cheat Sheet Lean AF Claude Code Workflow Subagents Skills Plugins Hooks Teleport Sessions Context Window Management vibe-rules Context Is King Managing the context window for your model is the most benefitial you can do as the human-in-the-loop. ...

October 18, 2025 · 5 min