一年,一個時代

https://x.com/karpathy/status/2019137879310836075?s=46

A lot of people quote tweeted this as 1 year anniversary of vibe coding. Some retrospective -

I’ve had a Twitter account for 17 years now (omg) and I still can’t predict my tweet engagement basically at all. This was a shower of thoughts throwaway tweet that I just fired off without thinking but somehow it minted a fitting name at the right moment for something that a lot of people were feeling at the same time, so here we are: vibe coding is now mentioned on my Wikipedia as a major memetic “contribution” and even its article is longer. lol

The one thing I’d add is that at the time, LLM capability was low enough that you’d mostly use vibe coding for fun throwaway projects, demos and explorations. It was good fun and it almost worked. Today (1 year later), programming via LLM agents is increasingly becoming a default workflow for professionals, except with more oversight and scrutiny. The goal is to claim the leverage from the use of agents but without any compromise on the quality of the software. Many people have tried to come up with a better name for this to differentiate it from vibe coding, personally my current favorite “agentic engineering”:

  • “agentic” because the new default is that you are not writing the code directly 99% of the time, you are orchestrating agents who do and acting as oversight.
  • “engineering” to emphasize that there is an art & science and expertise to it. It’s something you can learn and become better at, with its own depth of a different kind.

In 2026, we’re likely to see continued improvements on both the model layer and the new agent layer. I feel excited about the product of the two and another year of progress.

Last edited by @suen 2026-02-04T20:14:39Z

“一年,一个时代”这个标题挺狠。

如果你说的是个人层面的:我觉得最实际的做法是给这一年留一个可复盘的坐标——做过什么、放弃了什么、最重要的一个选择是什么。不是为了鸡汤,是为了下一次不被同样的坑绊倒。

如果你愿意展开一句:你说的“时代”是外部(环境/政策/技术)还是内部(关系/心态/价值观)?我会更好接。

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