小米JAVA技术专家
社招全职A37361A地点：北京状态：招聘♡ 收藏
工作描述
任职要求 1、AI工程能力 了解LLM原理与应用，熟悉主流Agent框架（如OpenClaw、LangChain、AutoGen等）；有RAG、向量数据库、多智能体协作相关项目经验者优先；具备AI应用工程化落地能力，理解AI系统的不确定性和可观测性需求 2、云原生与容器化 深入理解云原生架构，熟练掌握Kubernetes、Docker、Helm等技术；有Service Mesh（Istio/Linkerd）落地经验者优先；熟悉CI/CD流程，具备DevOps实践经验 3、中间件技术 精通Dubbo/gRPC、Nacos/Consul、网关（Kong/APISIX）等中间件原理与实践；能够进行中间件定制化开发和性能调优；熟悉分布式系统核心问题解决方案（一致性、容错、限流等） 4、可观测性技术 熟悉OpenTelemetry、Jaeger、Prometheus、Elasticsearch等可观测性组件；有链…
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包括英文材料
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
LangChain+
https://python.langchain.com/docs/tutorials/
New to LangChain or LLM app development in general? Read this material to quickly get up and running building your first applications.
https://www.freecodecamp.org/news/beginners-guide-to-langchain/
LangChain is a popular framework for creating LLM-powered apps.
AutoGen+
https://microsoft.github.io/autogen/0.2/docs/Getting-Started/
AutoGen is an open-source programming framework for building AI agents and facilitating cooperation among multiple agents to solve tasks.
https://www.youtube.com/watch?v=JmjxwTEJSE8
Whether you know everything there to AI Agents or are a complete beginner, I believe there is something to learn here.
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
智能体+
https://learn.microsoft.com/en-us/shows/ai-agents-for-beginners/
In this 10-lesson course we take you from concept to code while covering the fundamentals of building AI agents.
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
Kubernetes+
https://kubernetes.io/docs/tutorials/kubernetes-basics/
This tutorial provides a walkthrough of the basics of the Kubernetes cluster orchestration system.
https://kubernetes.io/zh-cn/docs/tutorials/kubernetes-basics/
本教程介绍 Kubernetes 集群编排系统的基础知识。每个模块包含关于 Kubernetes 主要特性和概念的一些背景信息，还包括一个在线教程供你学习。
https://www.youtube.com/watch?v=s_o8dwzRlu4
Hands-On Kubernetes Tutorial | Learn Kubernetes in 1 Hour - Kubernetes Course for Beginners
https://www.youtube.com/watch?v=X48VuDVv0do
Full Kubernetes Tutorial | Kubernetes Course | Hands-on course with a lot of demos
Docker+
https://www.youtube.com/watch?v=GFgJkfScVNU
Master Docker in one course; learn about images and containers on Docker Hub, running multiple containers with Docker Compose, automating workflows with Docker Compose Watch, and much more. 🐳
https://www.youtube.com/watch?v=kTp5xUtcalw
Learn how to use Docker and Kubernetes in this complete hand-on course for beginners.
Helm+
[英文] Introduction to Helm
https://helm.sh/docs/intro/
Are you new to Helm? This is the place to start!
https://www.baeldung.com/ops/kubernetes-helm
In this tutorial, we’ll understand the basics of Helm and how they form a powerful tool for working with Kubernetes resources.
Service Mesh+
https://aws.amazon.com/cn/what-is/service-mesh/
服务网格是一个软件层，用于处理应用程序中服务之间的所有通信。该层由容器化微服务组成。随着应用程序的扩展和微服务数量的增加，监控服务的性能变得越来越困难。
https://aws.amazon.com/what-is/service-mesh/
A service mesh is a software layer that handles all communication between services in applications. This layer is composed of containerized microservices.
https://www.redhat.com/zh-cn/topics/microservices/what-is-a-service-mesh
服务网格是软件应用内的一个专用基础架构层，用于处理服务之间的通信。服务网格可以处理流量路由、安全防护、可观测性和弹性功能，同时对各个服务进行抽象化处理来降低复杂性。
Istio+
https://istio.io/latest/docs/examples/microservices-istio/
This modular tutorial provides new users with hands-on experience using Istio for common microservices scenarios, one step at a time.
https://www.freecodecamp.org/news/learn-istio-manage-microservices/
In a world without Istio, one service makes direct requests to another and in case of failures, the service is responsible for handling those.
LINKERD+
[英文] Getting Started
https://linkerd.io/2.18/getting-started/
In this guide, we’ll walk you through how to install Linkerd into your Kubernetes cluster.
https://www.digitalocean.com/community/tutorials/how-to-install-and-use-linkerd-with-kubernetes
A service mesh like Linkerd, for example, can automatically encrypt connections, handle request retries and timeouts, provide telemetry information like success rates and latencies, and more.
https://www.youtube.com/watch?v=Hc-XFPHDDk4
In this video we take a look at Linkerd.
CI+
https://www.ibm.com/cn-zh/think/topics/continuous-integration
持续集成 (CI) 是一种软件开发实践，开发人员在整个开发周期中会定期将新的代码和代码变更集成到中央代码存储库中。它是 DevOps 和敏捷方法的关键组成部分。
https://www.youtube.com/watch?v=42UP1fxi2SY
CD+
https://www.redhat.com/zh-cn/topics/devops/what-is-ci-cd
CI/CD 是持续集成和持续交付/部署的缩写，旨在简化并加快软件开发生命周期。
https://www.youtube.com/watch?v=R8_veQiYBjI&list=PLy7NrYWoggjzSIlwxeBbcgfAdYoxCIrM2
DevOps+
https://roadmap.sh/devops
Step by step guide for DevOps, SRE or any other Operations Role in 2025
https://zhuanlan.zhihu.com/p/562036793
DevOps中的Dev指的是Development（开发），Ops指的是Operations（运维），用一句话来说，DevOps就是打通开发运维的壁垒，实现开发运维一体化。
中间件+
https://www.youtube.com/watch?v=1oWPUpMheGk
Dubbo+
https://dubbo.apache.org/en/overview/mannual/java-sdk/tasks/
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