https://blog.margrop.net/en/tag/reflection/ Recent content in Reflection on Margrop Blog Hugo -- gohugo.io en-US Mon, 13 Jul 2026 07:00:00 +0800 https://blog.margrop.net/en/post/codex-four-resets-token-abundance-creativity/ Mon, 13 Jul 2026 07:00:00 +0800 https://blog.margrop.net/en/post/codex-four-resets-token-abundance-creativity/ <blockquote> <p><strong>The short version</strong></p> <p>Codex users spent the weekend inside a restaurant that would not stop refilling the buffet. There was one hard quota reset early Friday morning Beijing time, two more on Saturday, and another waiting on Monday morning. A bankable reset card also appeared. As Tibo celebrated Codex reaching six million active users, he previewed another card for everyone the following day.</p> <p>At the same time, the <strong>five-hour limit was temporarily removed for Codex subscribers, leaving only the weekly limit</strong>. I also had a substantial pool of GLM-5.2 quota expiring on Sunday. The old problem was saving tokens. The new problem was stranger: <strong>how do I spend them on work that deserves them?</strong></p> <p>After a weekend that felt busy, surprising, and slightly absurd, my conclusion is simple: the scarce resource in the AI era may not be tokens. It may be worthwhile questions, distinctive ideas, and the ability to turn those ideas into reality quickly.</p> </blockquote>