Ming's Spell Compendium #1 -- One Year of Vibe Coding: A Cold Hard Look

This is a cultural adaptation — not a literal translation — of the original Chinese article. Some Chinese cultural references have been swapped for Western equivalents that hit the same emotional note. Foreword Over the past year I’ve burned through more than $10,000 in API tokens across Google, Anthropic, and OpenAI. So everything in this article is based on hands-on experience with the strongest models available — Opus 4.6, Codex-5.3-xhigh, Gemini 3 Pro — used without budget constraints. ...

2026-02-06 · 20 min · ming yang

明系魔法吟唱之1 -- Vibe Coding 一年实践后的冷思考

英文文化适配版: One Year of Vibe Coding: A Cold Hard Look (English cultural adaptation) 前言 最近一年我在 Google/Anthropic/OpenAI 三家烧了超过 1 万美金的 token 账单。所以本文内容基于 opus4.6、codex-5.3-xhigh、gemini3-pro 等最强模型不限量使用所表现出来的编码能力进行评价。 ...

2026-02-06 · 16 min · ming yang