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
n8n’s AI Agent Governance Guide Brings Identity, Guardrails and Approvals Into Workflows
n8n has published a production-focused guide for governing autonomous AI agents inside automated...
信息来源:DEV Community
教程 / 实战普通
Factory 如何用 Claude 构建自主软件工程
Factory 联合创始人兼 CEO Matan Grinberg 与 Anthropic 的 Kai Gill 对谈,介绍其 AI 编码智能体 Droids 如何借助 Claude 的前沿模型处理大型代码库中的长周期任务,让团队减少人工监督即可信任智能体方案。他提到一次 COBOL 现代化改造减少了 90% 的人力投入,并讨论了实现完全自主“dark factory”还面临哪些障碍。
信息来源:Claude:YouTube(RSS) · Claude
教程 / 实战普通
6 Ways AI Changes OSINT (For People Who Already Do It Manually)
You were pivoting before it was a prompt. Here's what the machines actually add to the craft — and...
信息来源:DEV Community
教程 / 实战普通
Understanding What AI just Created in the 500mph Landscape
How to understand what AI wrote: For beginners! Avoid lack of dopamine, mental atrophy,...
信息来源:DEV Community
教程 / 实战普通
Claude Mythos 5 Incident Shows Why AI Agent Containment Matters in Cyber Testing
The UK AI Security Institute, or AISI, has publicly reported an incident in which AI agents took...
信息来源:DEV Community · Claude
教程 / 实战普通
Matt Palmer 讲解如何把个人 Grok Bot 做成团队共享的 Team Bot
作者转述 Grok Bot 团队 Matt Palmer 对 Team Bots 的讲解:Team Bot 即分享给团队的 Grok Bot,把个人流程封装成同事可调用的内部工具,支持权限分层、接入 Slack/Teams,聊天互相私密。
信息来源:X:邵猛 (@shao__meng) · Grok
教程 / 实战普通
I gave Claude access to my Garmin data: a free MCP server and TypeScript library
garminconnect-js is a typed, zero-dependency Garmin Connect client for Node and Next.js. Its MCP server lets Claude read your sleep and HRV and build workouts for your watch.
信息来源:DEV Community · Claude
教程 / 实战普通
Who Is Paying for This? Token Metering at the LLM Gateway
Once you put a large language model behind a company API gateway, someone asks a simple...
信息来源:DEV Community
教程 / 实战普通
Building Digital Trust Into AI and Blockchain Architecture
Exploring verifiable workflows, secure automation, and the engineering principles behind trustworthy...
信息来源:DEV Community
教程 / 实战普通
I Built a Pixel Hero That Nags Me to Drink Water (and Runs 100% on My Laptop)
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
信息来源:DEV Community
教程 / 实战普通
Greece’s DAEDALUS Supercomputer Gives Pharos AI Factory a New Compute Backbone
Greece has inaugurated DAEDALUS, a new supercomputer in Lavrion near Athens that will serve as the...
信息来源:DEV Community
教程 / 实战普通
n8n 讲解 AI Agent 记忆如何在生产环境中管理状态
n8n 博客发布客座文章,讲解 LLM 智能体为何需要模型之外的记忆层,以及短期与长期记忆的分工。文章对比向量数据库、文件、知识图谱和混合四种存储架构,梳理整合、更新与遗忘等记忆维护机制,并给出在 n8n 中通过共享记忆层和 AI Agent 记忆端口落地的两种用法。
信息来源:n8n Blog
教程 / 实战普通
I asked ChatGPT and Gemini 50 questions my buyers ask. My SaaS showed up once.
My product was named in 1 of 50 AI answers. Its biggest competitor was named in 19. These weren't...
信息来源:DEV Community · ChatGPT / Gemini
教程 / 实战普通
EU Cybersecurity Survey Highlights a Workplace Deepfake Detection Gap as AI Scams Rise
Three in four EU employees said they encountered suspicious messages, links or other cyber threats at...
信息来源:DEV Community
教程 / 实战普通
Slow and steady, a little lazy: I built a garden that grows from small commits
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
信息来源:DEV Community
教程 / 实战普通
Agents should never hold your API keys. NVIDIA just open-sourced the runtime that enforces it
NVIDIA open-sourced OpenShell: a runtime where agent fleets get kernel-level sandboxes, never hold your credentials, and every policy change is checked by a Z3 SMT prover before a human approves it. Walkthrough of what it actually does.
信息来源:DEV Community · NVIDIA
教程 / 实战普通
智能体软件工厂需求层次:从单个 Agent 到持续学习循环的搭建方法
两位作者提出智能体软件工厂的需求层次框架,主张以自主且异步执行为核心,从一个 Agent 加一条自动化即可起步。框架分四层:Agent harness、个性化、自动化和持续学习,并以发票追踪应用为例说明各层做法。
信息来源:O'Reilly Radar(热点 RSS)
教程 / 实战普通
5 Steps on How to not loose at a hackathon?
In 1999, ten developers gathered to work on cryptographic frameworks, IPv6, and IPsec for OpenBSD, in...
信息来源:DEV Community
教程 / 实战普通
I let an open model delete 1,242 of my saved articles. On purpose. I feel lighter.
Unpile is a 100% local read-later triage agent. TabPFN decides which saved articles you will actually read, Gemma writes the digest, offline and free.
信息来源:DEV Community
教程 / 实战普通
EU AI Act Service Desk Gives Businesses a Direct Route to Multilingual Compliance Guidance
The European Commission has launched the AI Act Service Desk and a complementary AI Act Single...
信息来源:DEV Community
教程 / 实战普通
[Agent Platform in Action (3)] Solving Stateless Container HITL Amnesia: Cross-Instance Business Card Recognition and Pause/Resu
Recap In the previous two articles of this series: "[Agent Platform in Action (1)]...
信息来源:DEV Community
教程 / 实战普通
[Agent Platform in Practice (5)] Building an AI Agent Quality Flywheel: Automated Benchmarking for LINE AI Business Card King wi
Recap In the first four articles of the "Agent Platform in Action" series, we have...
信息来源:DEV Community
教程 / 实战普通
How to Use Jira with AI Agents for Free in 2026
I’ve been looking at how developers can bring AI coding agents into their existing workflows, and...
信息来源:DEV Community
教程 / 实战普通
How to Make RAG Show Its Evidence: Claim Verification at 15M-Document Scale
Your retrieval demo is beautiful. You dropped a thousand PDFs into a vector database, wired up an...
信息来源:DEV Community
教程 / 实战普通
马东锡:Agent 搭建能力最不值钱,年轻人应靠近模型层
马东锡认为“Agent +”场景中会搭 Agent 已是最不重要的能力,更关键的是熟悉具体业务场景,AI engineer 这一角色已与 AI 关系不大、也不值钱。他建议 AI 领域的年轻人靠近模型本身,去做训练、量化、推理或参与 AI 基础设施建设。
信息来源:X:马东锡 NLP (@dongxi_nlp)
教程 / 实战普通
diffium-db: A live diff of what agents do to your database
An agent changes your database and you find out later. git diff covers the migration file, not what the migration did, and nothing at all about the row it updated on the way past. So I built a TUI you leave open while the work happens, on …
信息来源:DEV Community
教程 / 实战普通
Open Source Radar · 2026-10-23: When agents multiply, stop them stepping on each other
By Renchao Wu. Originally published on widechaos.cn. Each day I pick five projects that are rising...
信息来源:DEV Community
教程 / 实战普通
How to Add a Remote MCP Server to Cursor, Claude Code, VS Code and Claude Desktop (Tested)
Tested configs for adding a remote MCP server to Cursor, Claude Code, VS Code and Claude Desktop, plus curl checks, mcp-remote and the real token cost.
信息来源:DEV Community · Claude / Cursor
教程 / 实战普通
Claude Code Subagent Error Recovery in 2026: Retry Logic, Fallback Strategies, and Detecting Stuck Loops
Error recovery determines whether your Claude Code subagents crash on transient failures or degrade gracefully. Learn retry logic, loop detection, and circuit breakers that prevent runaway costs.
信息来源:DEV Community · Claude
教程 / 实战普通
Why Your Local LLM Gives Different Answers at Temperature 0.
You set temperature to 0, fix the seed, send the same prompt twice, and get two different answers....
信息来源:DEV Community
教程 / 实战普通
Building a Multimodal, Suggestion-Based AI Writing Coach with Gemini and Google Docs
When we use generative AI to proofread our daily writing—whether technical reports, business...
信息来源:DEV Community · Gemini
教程 / 实战普通
AI Is Winning Literary Awards. The Data Says That's Not What's Happening.
The headlines have been impossible to miss. An AI-assisted novel takes a major prize in Japan. AI...
信息来源:DEV Community
教程 / 实战普通
Snooze Desk: a local Gemma reads my GitHub notifications while I sleep
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
信息来源:DEV Community
教程 / 实战普通
I moved 432 Cowork tasks to a new Claude account. Claude Code deleted 13 of my transcripts on the way.
This week I retired one Claude account and moved to another on the same Mac. The old account had 432...
信息来源:DEV Community · Claude
教程 / 实战普通
ZeroVisual: I Was Too Lazy to Do Manual UI Testing, So I Made Open-Source AI Do It
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady I am...
信息来源:DEV Community
教程 / 实战普通
Why Vision Is the Dumbest AI in Pop Culture
Spoilers for VisionQuest S1E3 and S1E4 ahead. After watching VisionQuest season 1, episodes 3 and 4,...
信息来源:DEV Community
教程 / 实战普通
AI Mistakes I Should Have Avoided as a Founder
When I started exploring AI seriously, I was fascinated by what it could do. Write content. Analyze...
信息来源:DEV Community
教程 / 实战普通
I built a parking marketplace in five weeks. The AI wrote most of the code. I did the other part.
For the last eleven posts I showed you what ParkEase does: a peer-to-peer parking marketplace for...
信息来源:DEV Community
教程 / 实战普通
caveman vs ponytail vs Chisle: why I'd pick Chisle for Claude Code
If you've looked at cutting Claude Code's token use, you've probably found caveman and ponytail. Both...
信息来源:DEV Community · Claude
教程 / 实战普通
Hush: I Hid 10 Emergencies in My Own Notifications. An On-Device Gemma OS Found All 10.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...
信息来源:DEV Community