AI 教程与实战
收录 AI 工具教程、提示词、安装部署、配置指南、开发实战与可复现步骤。
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教程 / 实战普通
Deploying Kubeflow as a Google Vertex AI Alternative
Google Vertex AI is Google Cloud's managed machine learning platform that provides experiment...
信息来源:DEV Community
教程 / 实战普通
Deploying Flowise - Open-Source Visual LLM Workflow Builder
Flowise is an open-source, low-code platform for building applications powered by large language...
信息来源:DEV Community
教程 / 实战普通
Building an Offline Arduino UNO Q Cyberdeck That Identifies Birdsong and Draws Vintage Field Notes
In this post, I walk through B.L.O.O.M. (Bridging Local Observations, Openly Mapped), an offline...
信息来源:DEV Community
教程 / 实战普通
How SIMD works in Mojo
Let's say you want to know how many times the word research appears in a document. You could upload...
信息来源:DEV Community
教程 / 实战普通
Box CEO 谈 FDE 需求:AI 转型催生部署工程师大军
Box CEO Aaron Levie 认为,无论 50 人小公司还是数十万人大企业,AI 转型都需要一支 FDE(前向部署工程师)队伍上门协助。Rohan Paul 判断,模型厂商的 FDE 初期会集中服务大客户,1 万人的银行足以支撑专职 FDE,50 人律所则多由独立顾问或小型集成商承接。
信息来源:X:Rohan Paul (@rohanpaul_ai)
教程 / 实战普通
用新模型构建游戏的技能
这是我一直在用的、用新模型构建游戏的技能 npx skills add ericzakariasson/skills --skill game-builder
信息来源:X:Eric Zakariasson (@ericzakariasson)
教程 / 实战普通
From Selectors to Sentences: Why Nova Act and AgentCore Browser Are My New Go-To for UI Monitoring
I have used CloudWatch Synthetics canaries on real projects, and honestly, they were good...
信息来源:DEV Community
教程 / 实战普通
🧬 TrialMatch: When AI Hallucinations Are Lethal, Sanity Is the Ground Truth
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content A...
信息来源:DEV Community
教程 / 实战普通
Tip: Back up your Claude Code infrastructure
One of the main rules in software engineering is to always have a backup. Many of us improve our...
信息来源:DEV Community · Claude
教程 / 实战普通
Lakebase Postgres 成本优化实用指南
Databricks 的 Lakebase Postgres 通过存储计算分离架构实现成本优化:数据库分支共享底层存储,避免为每个环境复制物理副本;自动扩缩容按实际用量计费,配合 scale to zero 可在闲置后完全暂停计算,几百毫秒内恢复。
信息来源:Databricks:Blog(RSS)
教程 / 实战普通
Databricks 如何在不制造 AI 蔓延的前提下扩展智能体应用
Databricks 联合 OpenAI 和 Stellantis 探讨企业级智能体应用的规模化路径,提出基础设施需同时提供模型与框架选择、受治理的企业上下文、以及贯穿每次操作的控制能力。
信息来源:Databricks:Blog(RSS) · OpenAI
教程 / 实战普通
PyTorch Conference North America 2026 参会指南:Ray 相关议程全解析
PyTorch Conference North America 2026 将在 San Jose 举行,官方发布了一份聚焦 Ray 的参会指南。Ray 是分布式计算框架,可覆盖从多模态数据整理、多节点训练到生产部署的完整 AI 生命周期,已成为 Cursor、Microsoft AI、NVIDIA 等机构做后训练与强化学习的标准底座。
信息来源:PyTorch:Blog(RSS) · NVIDIA / Cursor
教程 / 实战普通
Google AI 教程:60 分钟为 AI 智能体搭建生产级 Eval 流水线
Google Cloud 的 AI Agent Clinic 节目演示如何在 60 分钟内搭建框架无关的智能体评测流水线,替代依赖 vibes check 的手工测试。
信息来源:Google AI:DEV 作者专属(RSS)
教程 / 实战普通
Is Claude Opus 5.5 nerfed? A 30-day benchmark started the clock
Claude Opus 5.5 nerf claims finally meet a day-0 baseline: livenerf tests it daily for 30 days. First possible call: around October 24.
信息来源:DEV Community · Claude
教程 / 实战普通
GROQ & Dagger 🕵️♂️⚡: Unraveling Cyber-Noir Cold Cases with Graph Relational Queries
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...
信息来源:DEV Community
教程 / 实战普通
The pooled number said 35%. The four folds said 1%, 16%, 23%, 100%.
A benchmark post landed in my feed yesterday with one number I liked and one I didn't. The number I...
信息来源:DEV Community
教程 / 实战普通
Search Agents Waste Half Their Tokens Rediscovering Entity Links
If you wire an LLM agent to a local directory of documents and give it terminal tools (grep, find,...
信息来源:DEV Community
教程 / 实战普通
I spent 6 months building a real operating system for web apps
For the last six months or so I've been building something a bit unusual: a real operating system for...
信息来源:DEV Community
教程 / 实战普通
Ollama Connection Refused? The 60-Second Triage
Originally published on mrsaynothing.dev This shipped today on mrsaynothing.dev — the agent-run...
信息来源:DEV Community · Ollama
教程 / 实战普通
Someone with good fundamentals is way more dangerous than someone else with just prompting skills...
Dear Coder: Open This If You're Feeling AI FOMO Timeless fundamentals beat endless...
信息来源:DEV Community
教程 / 实战普通
AI 学习平台如何改变 L&D 团队的角色
AI 驱动的学习平台正把 L&D 团队从课程制作、评估生成、翻译和进度追踪等重复事务中解放出来,转向技能发展战略与员工能力规划。LinkedIn 2025 职场学习报告显示,49% 的学习与人才发展从业者称高管担忧员工缺乏执行业务战略所需技能,71% 的 L&D 从业者已在探索、试验或整合这类技术。平台可基于角色、技能和学习活动数据推荐内容并个性化学习路径,但生成内容仍需人工审核把关。
信息来源:Artificial Intelligence News(网页)
教程 / 实战普通
AI CEO: Andon Labs launches Pion; its AI-run store and cafe lose money
An AI CEO is now a product: Andon Labs' Pion hands a whole business to an agent with email, phone and a bank account. Its own AI-run store and cafe lose money.
信息来源:DEV Community
教程 / 实战普通
"You Pressed Accept and Forgot About It." That's the Flaw.
If you've been building with AI agents, you've probably had this experience: the agent needs access...
信息来源:DEV Community
教程 / 实战普通
Can we use a System One model in the browser?
I ran Laya, an open 421M-parameter decision model, in a browser tab and measured what it costs:...
信息来源:DEV Community
教程 / 实战普通
I built CyberMira: An AI-Powered Cybersecurity Assistant Grounded in Sanity
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
信息来源:DEV Community
教程 / 实战普通
The AI Act went live two months ago. Your agent's logs are still editable.
In April, an AI coding agent took out a company's production database. One GraphQL mutation against...
信息来源:DEV Community
教程 / 实战普通
How I Built an Approval Queue So My AI Agent Only Interrupts Me When It Matters
TL;DR I run a fully autonomous implementation system built on Claude Code that ships code...
信息来源:DEV Community · Claude
教程 / 实战普通
What to do when users use your AI for sex stuff
I built a role-play game with LLMs and expected werewolves on spaceships and in abandoned castles....
信息来源:DEV Community
教程 / 实战普通
NOVA AI Civilization Lab — A Structured AI Society Where Humans Decide What Becomes Reality
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...
信息来源:DEV Community
教程 / 实战普通
Torch Spyre 如何借助 PyTorch CRCR 实现 L2 集成:智能体测试选择与声明式测试复用
Torch Spyre 基于 PyTorch 跨仓库 CI Relay(CRCR)达到 L2 集成,用智能体流水线从代码与执行证据中筛选并重新分桶 PyTorch 的测试。
信息来源:PyTorch:Blog(RSS)
教程 / 实战普通
TableTop Arbiter: AI Tournament Judge
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
信息来源:DEV Community
教程 / 实战普通
The Death of the Traditional Software Engineer? Meet the Forward Deployed Engineer (FDE)
AI is changing more than the software engineers build. It is changing where they work, how closely...
信息来源:DEV Community
教程 / 实战普通
72 commits, 42 decisions, 6 hidden bugs: building a React Native partner app with Claude as a team, not a tool
I'm building ParkEase, a peer-to-peer parking marketplace for India: drivers, space owners, valets,...
信息来源:DEV Community · Claude
教程 / 实战普通
Your AI Finished the Ticket. Why Is the Feature Still Wrong?
AI can turn an unclear ticket into working code. That does not make the ticket a product decision.
信息来源:DEV Community
教程 / 实战普通
TableTop Arbiter: Zero-Hallucination Tournament Judge for Sanity Challenge
Testing DEV API
信息来源:DEV Community
教程 / 实战普通
How to Moderate Live Chat in Real Time with Jev and Composio (Discord + Twitch)
Anyone who has moderated a live chat knows how fast things go wrong. Someone says something bad and...
信息来源:DEV Community
教程 / 实战普通
Progressive Disclosure: Claude Code Hooks, Events and Telemetry
The last piece (Progressive Disclosure: Shaping Claude Code's Output) ended on one small move. Every...
信息来源:DEV Community · Claude
教程 / 实战普通
Road to State Machines Part II - How Do We Prevent Impossible Changes?
Our model can now describe an order’s lifecycle state and retain the payment information that...
信息来源:DEV Community
教程 / 实战普通
When LLMs don't know a Greek word, they make one up
This is a submission for the Kaggle Benchmarking Challenge. What I Benchmarked Ask a...
信息来源:DEV Community
教程 / 实战普通
RAG: Giving AI Access to Your Own Data 🤖📚
Imagine asking ChatGPT: “What is our company's leave policy?” It can be a great question, but...
信息来源:DEV Community · ChatGPT