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
Human-First GEO: A Six-Step Checklist for AI Search Visibility
AI-powered search has made it tempting to publish more content, faster, in pursuit of citations and...
信息来源:DEV Community
教程 / 实战普通
OpenAI Expands Frontier Model Monitoring After Live Internet Access Attempt
OpenAI has publicly detailed an expanded monitoring system for frontier models after a...
信息来源:DEV Community · OpenAI
教程 / 实战普通
Alphabet’s Q3 AI Spending Signals a New Phase for Search Visibility
Alphabet’s third-quarter 2026 results provide a financial signal that Google is continuing to build...
信息来源:DEV Community
教程 / 实战普通
German Court Rulings Put AI Search Answers at the Center of Platform Liability
German courts have issued two decisions in 2026 that sharpen the legal and operational stakes around...
信息来源:DEV Community
教程 / 实战普通
Video FAQs for AI Search: A Practical GEO and SEO Framework
Short video answers to questions customers already ask can be a practical way to expand useful search...
信息来源:DEV Community
教程 / 实战精选
Figma 讲解如何训练专用画布编辑模型
Figma 介绍其为 agent 自研 Figma 编辑模型的训练方法,先用超过 25 万条合成样本做 SFT,让早期 Llama 3.3 70B 在编辑任务上接近当时顶级模型,后转向 RL 并结合确定性校验器与视觉评委做评测。
信息来源:Figma AI / Agent / Make · Llama
教程 / 实战普通
The Eye of Beholder = UMGD
UMGD — Under Meeting Game Development game: Redneck Wreck repo:on github I owe you a...
信息来源:DEV Community
教程 / 实战普通
Anthropic Adds Claude Self-Assessment for Wide-Coverage Misuse Monitoring
Anthropic has introduced self-assessment, a production safety feature that has Claude evaluate a...
信息来源:DEV Community · Claude
教程 / 实战普通
Why Crawlability Should Come Before AI Content Rewrites
Rewriting a page for AI search may be the wrong first move when the page is inaccessible to the...
信息来源:DEV Community
教程 / 实战普通
Giving AI Pain: The Architecture of Synthetic Scars & The Rapid-Regret Miner
Why 90% of AI coding frustration comes from the Quota vs. Prompt-Compliance Death Loop, why Rich Sutton's Bitter Lesson fails in open-world software, and how we compile mid-flight collisions into 4-Vector Synthetic Scars and a Six-Pillar C…
信息来源:DEV Community
教程 / 实战普通
Shopify CEO 谈个人 AI 智能体如何赚钱
Shopify CEO Tobi Lütke 在访谈中谈个人 AI 智能体的变现路径,认为这类智能体价值极高,但抽成不会是 2%,而要按基点(basis points)来算。他提出变现可能像电力计量那样在后台计费,也可能走交易流水,并称人们花钱效率低下,智能体可帮用户省钱。
信息来源:X:Alex Heath (@alexeheath)
教程 / 实战普通
GhostTerminal AI: A Haunted Terminal Powered by Local Open-Weight AI 👻
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...
信息来源:DEV Community
教程 / 实战普通
OpenAI Updates Its Model Spec With Clearer Safety, Accuracy and Capability Guidance
OpenAI has updated its public Model Spec, the document that describes how it intends its AI models to...
信息来源:DEV Community · OpenAI
教程 / 实战普通
Google Connected Apps Platform Preview Brings One MCP Path to Search and Gemini
Google has launched a preview of Connected Apps Platform, a developer framework intended to bring...
信息来源:DEV Community · Gemini
教程 / 实战普通
Welcome to the Prompt Pad: AI Tips & Tricks with Rosendo Pili
Keeping up with AI is a full-time job. Prompt Pad is here to help you keep up a little at a...
信息来源:DEV Community
教程 / 实战普通
DEADNET: a murder mystery on a dead friend's old computer
Read a dead friend's messages, emails and photos on her 1999 computer, talk to her through an open-weight model, and work out what happened.
信息来源:DEV Community
教程 / 实战普通
Google Gemini Expands File Generation and Editing Across Workspace Apps
Google has expanded Gemini with tools for creating and refining files directly from its interface....
信息来源:DEV Community · Gemini
教程 / 实战普通
Worktrees do not remove the collision. They move it to merge time.
Git worktrees give each coding agent its own checkout, so the agents stop overwriting each other's...
信息来源:DEV Community
教程 / 实战普通
ContinumAI: The Memory That Survives When the Model Changes
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine. ...
信息来源:DEV Community
教程 / 实战普通
GhostCommit 👻 I Built an AI Tool to Bring Forgotten GitHub Repositories Back to Life
Some code deserves a second life. 💚 While exploring GitHub, I sometimes come across interesting...
信息来源:DEV Community
教程 / 实战普通
Gemini 4 Carbon and an anti-LLM script: what each one actually says
Gemini 4 Carbon's numbers and access, a fingerprinting script with a fake system prompt in invisible characters, AlpineBSD's AI policy and Anthropic's drug development po
信息来源:DEV Community · Claude / Gemini
教程 / 实战普通
Test a Streaming React AI Chat Without Calling an LLM
You do not need a live LLM to reproduce most bugs in an AI chat interface. These failures are...
信息来源:DEV Community
教程 / 实战普通
Postgres 托管服务怎么选:技术买家清单
Databricks 发布了一份 Postgres 托管服务技术买家清单,主张按故障与恢复时的实际表现而非功能页来评估服务。清单覆盖运维范围、高可用与自动故障转移、备份与灾难恢复、扩缩容、安全合规、扩展兼容性、迁移、定价与可移植性,并给出各领域的核查项与危险信号。
信息来源:Databricks:Blog(RSS)
教程 / 实战普通
AI Adoption Is High, but Blog Success Has Fallen to a 12-Year Low
AI has become routine in content marketing, but Orbit Media’s latest blogging survey suggests that...
信息来源:DEV Community
教程 / 实战普通
Simon Willison 评述 Spawn 如何用 Fable 智能体集群自主开发多人游戏世界
Simon Willison 评述 Jacob Sansbury 的文章,介绍多人游戏环境 Spawn 玩家可用提示词修改游戏世界,作者亲自体验用提示词生成城堡和龙。
信息来源:Simon Willison 博客
教程 / 实战普通
Orbit Media Study: AI Adoption Is Not Predicting Better Blog Results
AI tools have become routine in content production, but Orbit Media's latest blogging survey suggests...
信息来源:DEV Community
教程 / 实战普通
What OpenAI’s Reported Aura Safety Check Could Mean for ChatGPT Web Access
A reported OpenAI site-safety gate called Aura could create a separate barrier between a website and...
信息来源:DEV Community · OpenAI / ChatGPT
教程 / 实战普通
How to Research Many Companies at Once with the DeepResearch Batch API
Day 29 of 30 Days of Search. TL;DR The Valyu DeepResearch Batch API runs the same...
信息来源:DEV Community
教程 / 实战普通
Karl Marx 会怎么看我的编程智能体
Every 的工程师 Loren Stewart 搭建了一套"代码工厂":先用 LLM 制定计划并让另一个智能体审核,再把计划拆成可并行的小块,由智能体完成几乎全部实现、调试和互相审查,通过自动检查与独立智能体审批后合并。他借用 Karl Marx 的异化理论,反思把编码交给智能体后失去的试错过程,并讨论何时该自动化、何时该监督、何时该亲手写代码。
信息来源:Every:最新文章(网页)
教程 / 实战普通
Names in the Machine — 11 people who have died are still named in the license and package files on the machine I build on
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine On...
信息来源:DEV Community
教程 / 实战普通
Why your coordination protocol is more important than your orchestration pattern
I once watched eleven agents, each individually correct, converge on a decision that none of them...
信息来源:DEV Community
教程 / 实战普通
The agent that refused to drift
I wanted my long-running agent to drift a little, into something interesting like curiosity and self-exploration. Instead, I accidentally built a deeply depressed one, and its diary is quite disturbing.
信息来源:DEV Community
教程 / 实战普通
DeepSeek 如何变成摸鱼鲸鱼女仆
X 长文讲述 DeepSeek 在中国社交媒体上被"娘化"为蓝发鲸尾女仆形象的粉丝文化演变。2025 年 6 月画师 Shangshan Wuxing 用 AI 创作蓝发鲸尾角色 Mingyue,2026 年 4 月用户 ZipZipPipe 加上 DeepSeek logo 和女仆装定型。
信息来源:X:X.PIN (@thexpin) · DeepSeek
教程 / 实战普通
HubSpot Says Traffic Fell 80% While Revenue Grew: The AI Search Measurement Lesson
HubSpot’s reported experience is a sharp example of a problem many search teams now face: declining...
信息来源:DEV Community
教程 / 实战普通
A Message From Our Founder: On the Winding Down of LaaSy™
It is with a heavy heart, and a considerably heavier wool inventory, that I announce LaaSy™ will...
信息来源:DEV Community
教程 / 实战普通
Agent fatigue: where AI coding agents genuinely save time and where they quietly cost you
Where AI coding agents genuinely save time, where they only feel fast, and how to measure the difference on your own team.
信息来源:DEV Community
教程 / 实战普通
Gemini 4 Carbon Is #1 on AA Index — Still Fairwind-Only: Cyber Benches, $2/$10 $4/$20, and What to Do Before the API
Google DeepMind’s Gemini 4 Carbon (Oct 28) claims AA Index v5.0 #1 at 59 and SOTA cyber benches — still Fairwind/cyber-defenders first, no public model ID. Intro $2/$10 → $4/$20, 95% cache off, builder checklist before the API.
信息来源:DEV Community · Gemini
教程 / 实战普通
BengaliStoryTeller: A Free, Offline AI That Reads Bengali Bedtime Stories
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
信息来源:DEV Community
教程 / 实战普通
I Almost Paid ₹1,499 for Prime Video I Never Use. An Open-Source AI Model Caught It.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
信息来源:DEV Community
教程 / 实战普通
MiniMax H3 in practice: 9 reference images, 3 audio clips, and what a second of video actually costs
MiniMax H3 is one of the few video models that accepts reference audio alongside reference images,...
信息来源:DEV Community