AI Gateway Guide: LiteLLM, Kong, APISIX, Cloudflare, or Portkey?
An AI Gateway is not merely a reverse proxy placed in front of a language model. Once an application reaches production, every model call carries …
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AI Skills & Engineering
Tools, agents, and engineering practice
Independent Developer Roadmap: From Problem Validation to a Maintainable MVP
Independent development creates a seductive illusion: once the stack is chosen, the product is halfway built. I used to make long lists-frontend …
GPT Researcher Guide: Python, Docker, MCP, Costs & Limits
A long report can look like certainty while merely arranging uncertainty more elegantly. The useful question is not how many pages an agent writes, …
Jina AI in 2026: Embeddings, Reranking, Reader, and Jina Serve
Jina used to be easiest to explain as a cloud-native neural-search framework. That description is still true, but it is no longer sufficient. In …
Kubernetes Resources and Learning Path Summary
Requirements 🔥 We need to further study and advance in kubernetes, reading source code is a necessary path. 👀 More importantly, it’s the collection …
LangChain 1.x in Practice: A Developer Guide to Reliable Agents
A framework is most dangerous not when it lacks features, but when its old tutorials still look plausible. Familiar code can cross a version …
From Language Models to RAG: Capabilities, Limits, and Engineering
Introduction: Do Not Learn the Model from the Chat Window The first encounter with a large language model creates a powerful illusion. Something on …
Growth & Life
Growth, reflection, and lived experience
GTD and the Quadrant Method Practice
GTD and the Quadrant Method Practice During the New Year holidays, I spent a lot of time reflecting. Alongside the growth and many merits over the …
2023 Annual Summary Reflections and Aspirations
My 2023 Annual Summary As 2023 swiftly draws to a close, my university life is nearing its end with just half a year remaining. A friend once said, …
About My Blog
Hello, I am Xiong Xinwei. In the river of time, I’m so honored to step into this significant moment of my senior year. More than just a student, I’m …
Project Management From Theory to Practice
Project management from theory to practice Theory introduction ⌀ Image no longer available · image-20230113165927930 Waterfall Model: ⌀ Image no …
Stage Growth of Open Source
✨ Anyone who is familiar with me knows that I am an out-and-out open source enthusiast. After I came into contact with GitHub in my freshman year, I …