Koutian Wu

Koutian Wu

AI4Geoscience PhD student @ UT-Austin. ex-Undergrad @ USTC.

Posts by Tags

AI

婚恋和资源共享市场，到底该用传统搜广推还是 AI 推荐算法？

less than 1 minute read

Published:

我和朋友最近在讨论这个问题。朋友说想拿 AI 来做婚恋市场的匹配，我觉得在样本量小的情况下，这完全可行——甚至根本不需要搭任何搜广推系统。你直接问大语言模型，把几个用户的简历丢进去，让它排序就好了，整个过程非常简单。

AI Agent

AI for Science

AI tools

Collaborating with Claude Code to Update My Academic Website

2 minute read

Published:

Today I had an interesting experience collaborating with Claude Code to completely overhaul my personal academic website. As a PhD student in Geological and Earth Sciences at UT Austin, I needed to update my GitHub Pages site with real professional information instead of the placeholder content that had been sitting there.

和 Claude Code 一起更新我的学术网站

less than 1 minute read

Published:

今天我经历了一次挺有意思的合作：和 Claude Code 一起，把我的个人学术网站彻底重做了一遍。作为 UT Austin Geological and Earth Sciences 的博士生，我需要把 GitHub Pages 站点从一堆占位符内容，更新成真正能代表我专业背景的信息。

Agent

Antigravity

Automation

Brain Computer Interface

Business Model

Career

Claude Code

Cursor

Developer Relations

Developer Tools

Economics

Future

GitHub

IDE

Kiro

LLM

Literature

Newsletter

Open Source

OpenClaw

PMF

Personal Branding

Probability

Product

Productivity

Python

Research Engineering

Resources

Sam Altman

Science Fiction

Security

Silicon Valley

Startup

Strategy

Thinking

VC

Voice-to-Text

Workflow

YC

academic

academic website

Collaborating with Claude Code to Update My Academic Website

2 minute read

Published:

Today I had an interesting experience collaborating with Claude Code to completely overhaul my personal academic website. As a PhD student in Geological and Earth Sciences at UT Austin, I needed to update my GitHub Pages site with real professional information instead of the placeholder content that had been sitting there.

和 Claude Code 一起更新我的学术网站

less than 1 minute read

Published:

今天我经历了一次挺有意思的合作：和 Claude Code 一起，把我的个人学术网站彻底重做了一遍。作为 UT Austin Geological and Earth Sciences 的博士生，我需要把 GitHub Pages 站点从一堆占位符内容，更新成真正能代表我专业背景的信息。

academic-writing

agents

Tmux Orchestrator - Run AI agents 24/7

6 minute read

Published:

The Tmux Orchestrator enables Claude agents to work autonomously, schedule their own check-ins, and coordinate across multiple projects without human intervention - a project I explored and learned a lot from.

ai

Neural Galaxy - 属于你的 AI 对话可视化宇宙

1 minute read

Published:

一个支持手势控制的 3D 可视化项目，把你的 AI 对话历史变成可以飞行探索的星系。你可以在 ChatGPT 对话之间穿梭，也可以把抽象的人工智能概念变成一个能亲手操作的可视化空间。Try Live Demo

Tmux Orchestrator - Run AI agents 24/7

6 minute read

Published:

The Tmux Orchestrator enables Claude agents to work autonomously, schedule their own check-ins, and coordinate across multiple projects without human intervention - a project I explored and learned a lot from.

airport

Clear Plus Airport Experience: Money, Privilege, and Market Regulation

3 minute read

Published:

I want to rewrite this article. What I want to express is that I feel pleasantly surprised because I rarely use money to enjoy privileges. This privilege was actually obtained for free through my Uber annual membership. Originally, I wouldn’t have paid over a hundred dollars a year for this service. It was only because Uber’s annual membership gave me this privilege for free that I had the opportunity to experience this privilege that money can’t necessarily buy. Therefore, I’m quite pleasantly surprised.

Clear Plus 体验：金钱、特权与市场调节

less than 1 minute read

Published:

我感到很惊喜，因为我之前很少用金钱来享受特权。这个特权其实也是因为我有了 Uber 的年费会员，才能够免费体验到的。本来因为它一年需要一百多美金，我是不会单独去花钱付这个费用的。正是因为 Uber 的年费会员免费赠送了我这个特权，我才有机会体验到这个用金钱都买不到的特权。

atmospheric-science

automation

Collaborating with Claude Code to Update My Academic Website

2 minute read

Published:

Today I had an interesting experience collaborating with Claude Code to completely overhaul my personal academic website. As a PhD student in Geological and Earth Sciences at UT Austin, I needed to update my GitHub Pages site with real professional information instead of the placeholder content that had been sitting there.

和 Claude Code 一起更新我的学术网站

less than 1 minute read

Published:

今天我经历了一次挺有意思的合作：和 Claude Code 一起，把我的个人学术网站彻底重做了一遍。作为 UT Austin Geological and Earth Sciences 的博士生，我需要把 GitHub Pages 站点从一堆占位符内容，更新成真正能代表我专业背景的信息。

Tmux Orchestrator - Run AI agents 24/7

6 minute read

Published:

The Tmux Orchestrator enables Claude agents to work autonomously, schedule their own check-ins, and coordinate across multiple projects without human intervention - a project I explored and learned a lot from.

bitcoin

career

climate

LEAD-UTexas - Land Environment and Atmospheric Dynamics Group

1 minute read

Published:

Dr. Zong-Liang Yang’s Land Environment and Atmospheric Dynamics (LEAD) Group at UT-Austin employs satellite remote sensing, earth system modeling, and high-performance computing to advance understanding of Earth system sciences.

cultural-exchange

dashboard

deepseek

earth-science

LEAD-UTexas - Land Environment and Atmospheric Dynamics Group

1 minute read

Published:

Dr. Zong-Liang Yang’s Land Environment and Atmospheric Dynamics (LEAD) Group at UT-Austin employs satellite remote sensing, earth system modeling, and high-performance computing to advance understanding of Earth system sciences.

energy-consumption

fastapi

finance

funding

NASA FINESST Resources Guide

2 minute read

Published:

A comprehensive guide for applying to NASA’s Future Investigators in NASA Earth and Space Science and Technology (FINESST) program, providing graduate student research funding up to $50K/year for 3 years.

NASA FINESST 资源申请指南

1 minute read

Published:

这是一份关于申请 NASA Future Investigators in NASA Earth and Space Science and Technology（FINESST）项目的综合指南。该项目可为研究生提供最高每年 5 万美元、连续 3 年的科研资助。

github

graduate-research

NASA FINESST Resources Guide

2 minute read

Published:

A comprehensive guide for applying to NASA’s Future Investigators in NASA Earth and Space Science and Technology (FINESST) program, providing graduate student research funding up to $50K/year for 3 years.

NASA FINESST 资源申请指南

1 minute read

Published:

这是一份关于申请 NASA Future Investigators in NASA Earth and Space Science and Technology（FINESST）项目的综合指南。该项目可为研究生提供最高每年 5 万美元、连续 3 年的科研资助。

group-website

LEAD-UTexas - Land Environment and Atmospheric Dynamics Group

1 minute read

Published:

Dr. Zong-Liang Yang’s Land Environment and Atmospheric Dynamics (LEAD) Group at UT-Austin employs satellite remote sensing, earth system modeling, and high-performance computing to advance understanding of Earth system sciences.

heatmap

komomood - Couple Mood Tracking Heatmap

1 minute read

Published:

An elegant couple mood tracking website with self-hosted backend and SQLite, displaying daily mood records in GitHub contribution graph style.

komomood - 情侣心情追踪热力图

less than 1 minute read

Published:

这是一个优雅的情侣心情记录网站，采用自托管后端和 SQLite，以 GitHub contribution graph 风格展示每日心情记录。

higher-education

html

interactive

introduction

Welcome to My Academic Website

less than 1 minute read

Published:

I’m a PhD student in Geological and Earth Sciences at UT Austin, and this is where I share my research journey.

欢迎来到我的学术网站

less than 1 minute read

Published:

欢迎来到我的新个人网站！我很高兴能通过这个平台与你分享我的研究、论文以及人生旅程。

javascript

legacy

llm

manuscript

mapping

matlab

meteor

mood-tracking

komomood - Couple Mood Tracking Heatmap

1 minute read

Published:

An elegant couple mood tracking website with self-hosted backend and SQLite, displaying daily mood records in GitHub contribution graph style.

komomood - 情侣心情追踪热力图

less than 1 minute read

Published:

这是一个优雅的情侣心情记录网站，采用自托管后端和 SQLite，以 GitHub contribution graph 风格展示每日心情记录。

nasa

NASA FINESST Resources Guide

2 minute read

Published:

A comprehensive guide for applying to NASA’s Future Investigators in NASA Earth and Space Science and Technology (FINESST) program, providing graduate student research funding up to $50K/year for 3 years.

NASA FINESST 资源申请指南

1 minute read

Published:

这是一份关于申请 NASA Future Investigators in NASA Earth and Space Science and Technology（FINESST）项目的综合指南。该项目可为研究生提供最高每年 5 万美元、连续 3 年的科研资助。

navigation

nlp

nodejs

komomood - Couple Mood Tracking Heatmap

1 minute read

Published:

An elegant couple mood tracking website with self-hosted backend and SQLite, displaying daily mood records in GitHub contribution graph style.

komomood - 情侣心情追踪热力图

less than 1 minute read

Published:

这是一个优雅的情侣心情记录网站，采用自托管后端和 SQLite，以 GitHub contribution graph 风格展示每日心情记录。

opensource

personal

phd

preprint

privilege

Clear Plus Airport Experience: Money, Privilege, and Market Regulation

3 minute read

Published:

I want to rewrite this article. What I want to express is that I feel pleasantly surprised because I rarely use money to enjoy privileges. This privilege was actually obtained for free through my Uber annual membership. Originally, I wouldn’t have paid over a hundred dollars a year for this service. It was only because Uber’s annual membership gave me this privilege for free that I had the opportunity to experience this privilege that money can’t necessarily buy. Therefore, I’m quite pleasantly surprised.

Clear Plus 体验：金钱、特权与市场调节

less than 1 minute read

Published:

我感到很惊喜，因为我之前很少用金钱来享受特权。这个特权其实也是因为我有了 Uber 的年费会员，才能够免费体验到的。本来因为它一年需要一百多美金，我是不会单独去花钱付这个费用的。正是因为 Uber 的年费会员免费赠送了我这个特权，我才有机会体验到这个用金钱都买不到的特权。

productivity

proof-of-work

python

react

Neural Galaxy - 属于你的 AI 对话可视化宇宙

1 minute read

Published:

一个支持手势控制的 3D 可视化项目，把你的 AI 对话历史变成可以飞行探索的星系。你可以在 ChatGPT 对话之间穿梭，也可以把抽象的人工智能概念变成一个能亲手操作的可视化空间。Try Live Demo

research

LEAD-UTexas - Land Environment and Atmospheric Dynamics Group

1 minute read

Published:

Dr. Zong-Liang Yang’s Land Environment and Atmospheric Dynamics (LEAD) Group at UT-Austin employs satellite remote sensing, earth system modeling, and high-performance computing to advance understanding of Earth system sciences.

resources

NASA FINESST Resources Guide

2 minute read

Published:

A comprehensive guide for applying to NASA’s Future Investigators in NASA Earth and Space Science and Technology (FINESST) program, providing graduate student research funding up to $50K/year for 3 years.

NASA FINESST 资源申请指南

1 minute read

Published:

这是一份关于申请 NASA Future Investigators in NASA Earth and Space Science and Technology（FINESST）项目的综合指南。该项目可为研究生提供最高每年 5 万美元、连续 3 年的科研资助。

scientific-computing

security

Clear Plus Airport Experience: Money, Privilege, and Market Regulation

3 minute read

Published:

I want to rewrite this article. What I want to express is that I feel pleasantly surprised because I rarely use money to enjoy privileges. This privilege was actually obtained for free through my Uber annual membership. Originally, I wouldn’t have paid over a hundred dollars a year for this service. It was only because Uber’s annual membership gave me this privilege for free that I had the opportunity to experience this privilege that money can’t necessarily buy. Therefore, I’m quite pleasantly surprised.

Clear Plus 体验：金钱、特权与市场调节

less than 1 minute read

Published:

我感到很惊喜，因为我之前很少用金钱来享受特权。这个特权其实也是因为我有了 Uber 的年费会员，才能够免费体验到的。本来因为它一年需要一百多美金，我是不会单独去花钱付这个费用的。正是因为 Uber 的年费会员免费赠送了我这个特权，我才有机会体验到这个用金钱都买不到的特权。

silicon-valley

sqlite

komomood - Couple Mood Tracking Heatmap

1 minute read

Published:

An elegant couple mood tracking website with self-hosted backend and SQLite, displaying daily mood records in GitHub contribution graph style.

komomood - 情侣心情追踪热力图

less than 1 minute read

Published:

这是一个优雅的情侣心情记录网站，采用自托管后端和 SQLite，以 GitHub contribution graph 风格展示每日心情记录。

student-tools

supabase

threejs

Neural Galaxy - 属于你的 AI 对话可视化宇宙

1 minute read

Published:

一个支持手势控制的 3D 可视化项目，把你的 AI 对话历史变成可以飞行探索的星系。你可以在 ChatGPT 对话之间穿梭，也可以把抽象的人工智能概念变成一个能亲手操作的可视化空间。Try Live Demo

tmux

Tmux Orchestrator - Run AI agents 24/7

6 minute read

Published:

The Tmux Orchestrator enables Claude agents to work autonomously, schedule their own check-ins, and coordinate across multiple projects without human intervention - a project I explored and learned a lot from.

travel

Clear Plus Airport Experience: Money, Privilege, and Market Regulation

3 minute read

Published:

I want to rewrite this article. What I want to express is that I feel pleasantly surprised because I rarely use money to enjoy privileges. This privilege was actually obtained for free through my Uber annual membership. Originally, I wouldn’t have paid over a hundred dollars a year for this service. It was only because Uber’s annual membership gave me this privilege for free that I had the opportunity to experience this privilege that money can’t necessarily buy. Therefore, I’m quite pleasantly surprised.

Clear Plus 体验：金钱、特权与市场调节

less than 1 minute read

Published:

我感到很惊喜，因为我之前很少用金钱来享受特权。这个特权其实也是因为我有了 Uber 的年费会员，才能够免费体验到的。本来因为它一年需要一百多美金，我是不会单独去花钱付这个费用的。正是因为 Uber 的年费会员免费赠送了我这个特权，我才有机会体验到这个用金钱都买不到的特权。

uber

Clear Plus Airport Experience: Money, Privilege, and Market Regulation

3 minute read

Published:

I want to rewrite this article. What I want to express is that I feel pleasantly surprised because I rarely use money to enjoy privileges. This privilege was actually obtained for free through my Uber annual membership. Originally, I wouldn’t have paid over a hundred dollars a year for this service. It was only because Uber’s annual membership gave me this privilege for free that I had the opportunity to experience this privilege that money can’t necessarily buy. Therefore, I’m quite pleasantly surprised.

Clear Plus 体验：金钱、特权与市场调节

less than 1 minute read

Published:

我感到很惊喜，因为我之前很少用金钱来享受特权。这个特权其实也是因为我有了 Uber 的年费会员，才能够免费体验到的。本来因为它一年需要一百多美金，我是不会单独去花钱付这个费用的。正是因为 Uber 的年费会员免费赠送了我这个特权，我才有机会体验到这个用金钱都买不到的特权。

ui-ux

ustc

ut-austin

venture-capital

vibe-coding

visualization

Neural Galaxy - 属于你的 AI 对话可视化宇宙

1 minute read

Published:

一个支持手势控制的 3D 可视化项目，把你的 AI 对话历史变成可以飞行探索的星系。你可以在 ChatGPT 对话之间穿梭，也可以把抽象的人工智能概念变成一个能亲手操作的可视化空间。Try Live Demo

warren buffett

web development

Collaborating with Claude Code to Update My Academic Website

2 minute read

Published:

Today I had an interesting experience collaborating with Claude Code to completely overhaul my personal academic website. As a PhD student in Geological and Earth Sciences at UT Austin, I needed to update my GitHub Pages site with real professional information instead of the placeholder content that had been sitting there.

和 Claude Code 一起更新我的学术网站

less than 1 minute read

Published:

今天我经历了一次挺有意思的合作：和 Claude Code 一起，把我的个人学术网站彻底重做了一遍。作为 UT Austin Geological and Earth Sciences 的博士生，我需要把 GitHub Pages 站点从一堆占位符内容，更新成真正能代表我专业背景的信息。

web-app

komomood - Couple Mood Tracking Heatmap

1 minute read

Published:

An elegant couple mood tracking website with self-hosted backend and SQLite, displaying daily mood records in GitHub contribution graph style.

komomood - 情侣心情追踪热力图

less than 1 minute read

Published:

这是一个优雅的情侣心情记录网站，采用自托管后端和 SQLite，以 GitHub contribution graph 风格展示每日心情记录。

web-design

website

Welcome to My Academic Website

less than 1 minute read

Published:

I’m a PhD student in Geological and Earth Sciences at UT Austin, and this is where I share my research journey.

欢迎来到我的学术网站

less than 1 minute read

Published:

欢迎来到我的新个人网站！我很高兴能通过这个平台与你分享我的研究、论文以及人生旅程。

work-measurement

产品

婚恋和资源共享市场，到底该用传统搜广推还是 AI 推荐算法？

less than 1 minute read

Published:

我和朋友最近在讨论这个问题。朋友说想拿 AI 来做婚恋市场的匹配，我觉得在样本量小的情况下，这完全可行——甚至根本不需要搭任何搜广推系统。你直接问大语言模型，把几个用户的简历丢进去，让它排序就好了，整个过程非常简单。

人生

如何避免平平无奇的人生

less than 1 minute read

Published:

最近写了一篇《22岁，我死过三次》，再回想自己之前在高中写回忆录的思路，以及一些人的评论。读着读着突然愣住。原来我们对“不平凡”的理解，可能从一开始就错了。

22岁，我死过三次

1 minute read

Published:

三次死亡让我完成了自我升级。第一次从作家死亡成为理科生，是一次教育提高；第二次从科学家死亡成为创投研究者，是认知的升华。在这个过程中，我又完成了第三次死亡：我不再是刻板印象中的理科生或创业者，而是兼具作家精神的创业者和投资者。

人生选择

创业

婚恋和资源共享市场，到底该用传统搜广推还是 AI 推荐算法？

less than 1 minute read

Published:

我和朋友最近在讨论这个问题。朋友说想拿 AI 来做婚恋市场的匹配，我觉得在样本量小的情况下，这完全可行——甚至根本不需要搭任何搜广推系统。你直接问大语言模型，把几个用户的简历丢进去，让它排序就好了，整个过程非常简单。

如何避免平平无奇的人生

less than 1 minute read

Published:

最近写了一篇《22岁，我死过三次》，再回想自己之前在高中写回忆录的思路，以及一些人的评论。读着读着突然愣住。原来我们对“不平凡”的理解，可能从一开始就错了。

反思

如何避免平平无奇的人生

less than 1 minute read

Published:

最近写了一篇《22岁，我死过三次》，再回想自己之前在高中写回忆录的思路，以及一些人的评论。读着读着突然愣住。原来我们对“不平凡”的理解，可能从一开始就错了。

22岁，我死过三次

1 minute read

Published:

三次死亡让我完成了自我升级。第一次从作家死亡成为理科生，是一次教育提高；第二次从科学家死亡成为创投研究者，是认知的升华。在这个过程中，我又完成了第三次死亡：我不再是刻板印象中的理科生或创业者，而是兼具作家精神的创业者和投资者。

成长

如何避免平平无奇的人生

less than 1 minute read

Published:

最近写了一篇《22岁，我死过三次》，再回想自己之前在高中写回忆录的思路，以及一些人的评论。读着读着突然愣住。原来我们对“不平凡”的理解，可能从一开始就错了。

22岁，我死过三次

1 minute read

Published:

三次死亡让我完成了自我升级。第一次从作家死亡成为理科生，是一次教育提高；第二次从科学家死亡成为创投研究者，是认知的升华。在这个过程中，我又完成了第三次死亡：我不再是刻板印象中的理科生或创业者，而是兼具作家精神的创业者和投资者。

成长路径

推荐系统

婚恋和资源共享市场，到底该用传统搜广推还是 AI 推荐算法？

less than 1 minute read

Published:

我和朋友最近在讨论这个问题。朋友说想拿 AI 来做婚恋市场的匹配，我觉得在样本量小的情况下，这完全可行——甚至根本不需要搭任何搜广推系统。你直接问大语言模型，把几个用户的简历丢进去，让它排序就好了，整个过程非常简单。

校友档案

科研

记录

22岁，我死过三次

1 minute read

Published:

三次死亡让我完成了自我升级。第一次从作家死亡成为理科生，是一次教育提高；第二次从科学家死亡成为创投研究者，是认知的升华。在这个过程中，我又完成了第三次死亡：我不再是刻板印象中的理科生或创业者，而是兼具作家精神的创业者和投资者。