Mr Panda (@PandaTalk8)

✨ I think I've been coding almost solely on my VPS with Claude Code for almost a year now All I can say it's just fantastic: - no need to keep laptop open ever - no laptop battery drain - can switch to phone or any other device you like whenever you want to continue (like when you're outside) - it just keeps going all night while you sleep (esp with /goal) - you can start hacky projects from scratch and go live in seconds because you're already on the server which is great to ship things and get it used by people fast (not stuck on your local laptop webserver) - it just feels like living in the future I used to code on my laptop, test locally, then push to GitHub, then it auto pulled and deploy to production, that'd take me ~1 minute to get a new feature out But then when I bought a new Mac Book Pro a few years ago I was too lazy to install a local Nginx environment, so I just started pushing to prod and everything went fine, and I sped up deploying to about 3 seconds from laptop to server, which people called me crazy for too But now with Claude Code on my VPS in the last year, it just live edits on my production server, which sounds like it should go wrong but it just doesn't, it's very careful and only twice in 12 months messed up which meant my site didn't load for 10 seconds which is OK If I wasn't working solo, like at a big company, I' think I'd recommend the same workflow but with a staging server, so it wouldn't touch production, for safety and regulatory reasons etc. but for me it's fine I agree with @theo completely, it's clear to me this is where it's going, also seeing @karpathy with Claude moving to the cloud (via Slack etc), I think AI "agents" and AI coding will operate on servers / from the cloud first P.S. I have 3-2-1 backups, multiple on-site and off-site backups which you should also even if you wouldn't code with AI, safety first!

I’m excited to share that I’ll be joining OpenAI and look forward to working with the exceptional team there. It was a difficult decision to move on. I’m incredibly proud of the amazing team at Google and everything we’ve built together. It has been an honor and a pleasure to work with all of you.

熊老板总结的非常好，上周给某青年创新创业大赛当评委，连续看到了两个项目，创业人都是00后，路径都是先通过自媒体打造自己的个人IP（一个喜欢美食，做没事博主；另一个是喜欢养生，专门做各种中医食疗养生评测），然后自身的IP流量沉淀的足够多的时候（两个人基本都是2-3年的沉淀期），选择与自己自媒体IP相近的项目轻资产创业（一个选择做了标准化的自有品牌炸鸡店；另一个搞了自有品牌的枸杞原浆），然后启动非常快，增长也非常快（1-2年时间，两个人的项目的GMV就到2000多万，问了下利润率有12%-18%），两个人几乎没有遇到什么产品没人买、投资找不到等等这些问题。 触发我思考的是，为什么我20多岁的时候想不到这样的路径？赛后和两个孩子聊天，发现有个共同的特征，一是读书、看电影获取的信息量大；另一个是实践，大量的实践是将内化的知识转化到现实世界的过程，有正反馈也有负反馈，但就是认知提升的过程，负反馈可以帮助调整方向，正反馈能够提升、优化。想想差距在认知！而提升认知的方法咱们先人早就说过了“读万卷书行万里路”