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The answer first: swap your metrics, stop staring at rank and clicks In the GEO era, classic “rank + click” fails …

The answer first: perfect tech, stuck at “impressions without being chosen” I dug through cubxxw.com’s real data, and …

The answer first: the final gate is trust, not content You can max out your technical base and turn every paragraph into …

The answer first: structure isn’t tidiness, it’s citability engineering Getting cited by AI isn’t about prose; it’s …

The answer first: you’re winning three gates, not one ranking AI search runs on RAG (Retrieval-Augmented Generation). A …

The answer, first (this paragraph is GEO itself) GEO (Generative Engine Optimization) is the systematic optimization of …

Prologue: A slack surface, and high density underneath In June I came back from Laos to Shenzhen. If you only look at …

Paste a URL, and in seconds an AI rebuilds it into a running, previewable, chat-editable modern React app. That’s the …

This is Part 3 of “Ignite and Settle,” and the close of the series. Part 1, The Quality and Time of Companionship , …

This is Part 2 of “Ignite and Settle.” Part 1, The Quality and Time of Companionship , described the act of “running …

This is Part 1 of the “Ignite and Settle” series. Part 2 is on avoidant attachment — why we want to run when someone …

“Software is eating the world.” — Marc Andreessen, 2011 “Now AI is eating software—and the question for the rest of us …

“Most Agent projects die in the unmapped wilderness between PoC and production.” I wrote that line while reading …

“From love springs grief, from love springs fear; for one freed from love there is no grief—whence, then, fear?” …

“We are not really writing prompts. We are furnishing a room for the model — deciding what gets carried in, where it …

“The agent loop is 10 lines of code. Agent engineering is 100,000 lines of code.” The first time I read that, I paused …

Prologue: A May Without flomo For the entire month of May, I did not write a single flomo note. I barely posted to my …

2026年4月思考笔记 AI 知识时效性：从 RAG 到元认知的解决思路 2026 年 04 月 30 日 - 14:46:26 有些工具现在用的是时效性的方法 比如说是通过一些 API 或者 RAG 系统挂在最新的文档 或者是 web …

Agent Identity: From Locke to OpenClaw On the engineering practice and philosophical framework of AI agent identity …

Pascal wrote in the 17th century: “All of humanity’s problems stem from one thing: man’s inability to sit quietly in a …

March 2026 Thought Notes 468 entries this month | Recorded: March 1 — March 31, 2026 Monthly Theme: Angkor Wat · AI …

This article is available in Chinese. An English translation is in progress. From February to March 2026, I stayed in …

On the edge of a cliff, all logic fails. Only intuition can connect with the world. I wrote this sentence one night in …

Preface: This article was written on a night in Lhasa. At an altitude of over 3,000 meters, the air is thin and the …

February 2026 Thought Notes | 2026 年 2 月思考笔记 Total: 365 notes this month | February 1-28, 2026 Monthly Themes: Travel, …

January 2026 Thought Notes | 2026 年 1 月思考笔记 Total: 388 notes this month | January 1-31, 2026 Monthly Themes: AI …

December 2025 Thought Notes | 2025 年 12 月思考笔记 Total: 380 notes this month | December 1-31, 2025 Monthly Themes: …

July 2025, Hakone · Mount Fuji · Tokyo, 10 days November–December 2025, Kansai autumn — Wakayama · Kumano · Nara · …

November 2025 Thought Notes

2025年10月思考笔记 嘉兴的潜力：顶级都市圈间的“白纸” 2025 年 10 月01 日 - 00:18:51 宁波的世界级港口真的是难以撼动的生产力 并且以强大的制造业兜底 相比较而言，嘉兴位置绝佳，两个顶级都市圈中间 长三角核心区不 …

2025年9月思考笔记 flomo 标签新设计：心智分类法 2025 年 09 月01 日 - 08:25:46 设计的核心，不是按照学科（哲学、AI）分类，而是按照记录时的心智状态去分类，关注的是，当时的自己是观察内在、探究外物，还是捕捉 …

August 2025 Thought Notes The Unexamined Life and Game Theory Applications August 1st, 2025 - 07:23:45 Socrates said …

July 2025 Thought Notes Vibe Coding: Are Human Experiences the Shackles of AI Agents? July 1st, 2025 - 11:39:24 In Agent …

June 2025 Thought Notes June 2025 Thought Notes Boundaries of Rejection: Finding Balance in Social Interactions June …

LIST Two different experiences brought by fineness ｜ 2025-06-02 14:16:04 There are two kinds of subtleties in the world: …

May 2025 Thought Notes AI-Era Independent Development: Frontend as the Main Battlefield for Value Delivery May 1, 2025 - …

This project is an ongoing journey: learning AI open source projects through hands-on practice, building real systems …

April 2025 Thought Notes Learning & Growth Projects & Work Challenges & Solutions Insights & Reflections Goals & …

This project is an ongoing process — learning AI open source projects one day at a time, building real-world skills by …

This project is an ongoing journey — learning AI open-source projects one step at a time, building real skills through …

This project is an ongoing journey — learning AI open-source projects one step at a time, building real skills through …

This project is an ongoing journey — learning AI open source projects with steady, daily progress. Through hands-on …

This project is an ongoing journey — learning AI open source projects with steady, daily progress. Through hands-on …

This project is an ongoing effort to study AI open source projects one step at a time, building real-world skills by …

This project is an ongoing process — learning AI open source projects one day at a time, building real-world skills by …

This project is an ongoing effort — learning AI open source projects one step at a time, building real-world practice …

This project is an ongoing effort — learning AI open source projects one step at a time, building real-world practice …

Project Overview Basic Information Project Name: GitHub URL: Primary Tech Stack: License: Star Count: Last Updated: …

March 2025 Thought Notes Learning & Growth Projects & Work Challenges & Solutions Insights & Reflections Goals & …

Introduction and self-positioning Annual Preface and Background 📅 Hi! 2025 ~ TIP: This article has a high density of …

Requirements 🔥 We need to further study and advance in kubernetes, reading source code is a necessary path. 👀 More …

LLM’s basic learning theory [toc] Introduction to large language models Large Language Model (LLM), also known as large …

In the vast sea of job hunting, a well-prepared resume acts like a well-designed sailboat, helping you navigate through …

Translation and Enhancement of the Article on Troubleshooting Techniques Using OpenIM If you’re seeking specific answers …

Open Source Has Greatly Contributed to My Growth Open source has significantly contributed to my growth, providing …

Copyright: SoraEase , please indicate the source when forwarding. This article from the …

about me #Last College Career #Travel Observations #Transnational Adventure #Life Change #Growth Story #Exploring the …

Sora! ! ! Recently, there has been a craze about Sora on the Internet. As the latest technology launched by OpenAI, Sora …

Project Management - Google Edition I wrote an article before Project management from theory to practice . It introduces …

After researching a large amount of information, we summarized the methods of memorizing words and learning spoken …

Flow State As I mentioned in my previous post on GTD and the Four Quadrant Rule Practice , I have been striving to …

GTD and the Quadrant Method Practice During the New Year holidays, I spent a lot of time reflecting. Alongside the …

These go: instructions in the Go source code && go automation tools Developers have a strong tendency to automate …

OpenIM cross-platform source code type checking tool start question In the automation path of OpenIM, it involves more …

Vector database learning I learned rust today and found that rust is a very suitable language for writing databases. I …

The success of an open-source project largely depends on its quality management and collaborative processes. In the …

Large language model sharing meeting on January 6, 2024 Limitations of the model: Deep learning Pre-trained model Large …

My 2023 Annual Summary As 2023 swiftly draws to a close, my university life is nearing its end with just half a year …

Today we will take a look at the theory and practice of kubernetes and gitops Command introduction First, let’s take a …

OpenIM offers various flexible deployment options to suit different environments and requirements. Here is a simplified …

136: Hugo Advanced Coming to the advanced part, you need to learn some advanced Hugo techniques in depth. Module Hugo …

Introduction About Kustomize GitHub Repository Get Started Kustomize is an open-source configuration management tool …

Requirements OpenIM provides various public image registry addresses, such as aliyun, github, Docker Hub, and more. Read …

Automated testing practices and strategies for GitHub open source Go projects in the cloud native field introduce As …

Scheduler kube-scheduler is responsible for scheduling and assigning Pods to nodes within the cluster. It listens to …

Kubelet Component Analysis Understanding kubelet The Kubelet component runs on Node nodes, maintaining running Pods and …

Container Runtime Container Runtime runs on every node in a Kubernetes (k8s) cluster and is responsible for the entire …

Deep understanding of Kube-APIServer kube-apiserver is one of the most important core components of Kubernetes and …

Before starting ETCD is the hardest of all components in Kubernetes because ETCD is stateful, not stateless. When I was …

Introduction In the current module’s execution, numerous ports (ws, api, rpc, Prometheus) are passed directly. This …

Conference and Reference Links Conference reference documents: …

Introduction: Global Perspective at the Shenzhen Futian Convention and Exhibition Center On December 6, 2023, the GTC …

Before asking a question Before you ask a technical question via email, newsgroup, or chat room, please do the …

Task Assignment time:Within a week Complete first contribute, purpose: to understand the contribution process of open …

Preface https://github.com/OpenIMSDK/Open-IM-Server/issues/432 Many places now have requirements for local adaptation of …

Create actions **actions are individual tasks that can be combined to create jobs and custom workflows. You can create …

DevOps DevOps 🔥 DevOps is a culture and methodology for software development and operations that aims to shorten the …

The goal of GoReleaser is to automate much of the tedious work when releasing software, by using sensible defaults and …

111: OpenIM multi-process management strategy Main modules This article will start from the most basic single-process …

Hello, I am Xiong Xinwei. In the river of time, I’m so honored to step into this significant moment of my senior year. …

Rebuild my blog (static) The enemy is back… It’s so difficult this time. When I was preparing my resume, I found that my …

Automate Multi-Architecture Image Build for openkf and Push to Multiple Image Repositories …

why? The story starts with this proposal idea~ 🤖OpenIM cicd robot machine proposal Prow is a CI/CD system based on …

Principles 0) Ownership & Leadership When you see issues with the team or project, don’t wait or endure. Speak up …

What to do if the community is not standardized As the COO of the OpenIM community, I am responsible for the communtiy …

1. Base Images Below are the base images and their versions you’ll need: wurstmeister/kafka redis:7.0.0 mongo:6.0.2 …

Prepare I have been waiting for this article for too long. It has been about four months. I have also experienced the …

Project management from theory to practice Theory introduction Waterfall Model: Agile Model: Scrum Framework: …

✨ Anyone who is familiar with me knows that I am an out-and-out open source enthusiast. After I came into contact with …

Preface 🔮 In my Slack workspace, multiple AIs are integrated, including ChatGPT 4, ChatGPT 3.5, Claude… We can interact …

Debugging Go project prepare: + vscode + golang 1.92 demo go mod init test In main.go file package main import ( "fmt" ) …

Participating in this Project ⚡ Introduction Welcome to our project! This project aims to establish a blockchain-based …

The main film begins~ Kubernetes is an open source project initiated by the Google team. Its goal is to manage …