AI Thinking
A Zero-to-One AI Coding SOP: From One Sentence to Verifiable Delivery
Don't just tell AI to write code — clarify, propose, plan, execute in stages, and prove correctness with tests, plus an 8-stage loop and an experiment framework
12 AI tools I've actually used
From drawing diagrams and driving a browser to querying data — a hands-on list of the AI tools I've run for real, split into general and on-network
Washing the "AI flavor" out of your frontend
Building pages with AI is no longer hard—the hard part is not making it obvious. Quantify the "AI flavor", then wash it out with three escalating methods
How to Use Benchmarks When Building Agents
A benchmark is not an exam — it is an answer bank. Read leaderboards to choose, copy scoring methods to build your own eval set, slice to diagnose — turning "it feels better" into "score 61 → 68"
From Loop to Loop Engineering
From prompt engineering to loop engineering — as AI's continuous autonomous work span grows, the engineering focus shifts
Agent Product Development SOP (AI Coding Edition)
A personal SOP for building agent products with AI coding — from framework selection and design through development, debugging to delivery, plus a Claude Code + Superpowers quick reference