{"repo":"Qiuner/ai-application-roadmap","free":true,"listed":false,"github":"https://github.com/Qiuner/ai-application-roadmap","clone":"git clone https://github.com/Qiuner/ai-application-roadmap.git","description":"A bilingual map of AI engineering evolution, real-world AI usage patterns, and vibe coding best practices.","language":null,"stars":278,"topics":["ai","mcp","roadmap","skills"],"license":null,"category":"mcp-servers","readme_excerpt":"ai-application-roadmap English 中文 Visit The Website Click once and start browsing: https://qiuner.github.io/ai-application-roadmap/en/ AI is replacing human intelligence. Before AGI fully arrives, we hope this site helps you waste less time on avoidable detours. Chinese Summary ai-application-roadmap 是一张双语的 AI 应用工程地图。它记录的不只是 MCP、Function Calling、Skills、Harness、Multi-agent 等技术的演进，也记录 AI 在真实工作中的使用方式，以及 vibe coding 工作流如何变化。 If you want the full Chinese introduction, go to README ZH.md. Why This Site Exists There is a small story behind this project. This year, I posted a video about coding styles popular in 2026, from traditional coding to multi-agent collaboration. In the comments, some people had never even heard of multi-agent , while others still saw AI as just a web chat box. Many websites track model releases, but very few systematically document applied engineering evolution beyond the models themselves . What we need is not more feature updates, but a technical map that answers: where am I now, and what should I learn next? ai-application-roadmap exists for exactly that reason. We do not focus on model parameter launches or benchmark scoreboards. We track how MCP, Function Calling, Skills, Harness, and Multi-agent workflows evolve, what they change, and which nodes are truly worth marking. This repository is meant to serve as a practical roadmap for applied AI, helping you see where you are now and what is actually worth learning next. How To Use The Site - The homepage ","default_branch":null,"files":null,"tree":[],"storefront":"/r/Qiuner","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Qiuner/ai-application-roadmap/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}