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
Rulebook Oracle — a TTRPG agent that answers only from its Sanity Knowledge Base
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
I didn't understand F1, so I built a quiz app to teach myself
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
OpenAI hack by Claude, ZCode's git upload: week 38 in tech, ranked
The OpenAI hack with a Claude-written exploit tops week 38, ahead of ZCode uploading git history and the NYT v. OpenAI memos. Seven stories, ranked, with sources.
信息来源:DEV Community · OpenAI / Claude
教程 / 实战普通
新加坡政府交友服务 FirstDate 如何运作,作者质疑算法匹配逻辑
新加坡政府开发机构 GovTech 推出试点交友服务 FirstDate,先用 Singpass 验证身份,首批用户为政府雇员,需填写 30 多道题的问卷,采用获 2012 年诺贝尔经济学奖的 Gale-Shapley 稳定匹配算法按周期配对,双方同意后才交换联系方式。
信息来源:Hacker News 热门(buzzing.cc 中文翻译)
教程 / 实战普通
SafePlate: an Offline Allergy Meal Planner Running Local Gemma 3 (Built for My Roommate)
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I...
信息来源:DEV Community
教程 / 实战普通
It Quoted the Failure: Two Kinds of False 'Done'
This is a submission for the Kaggle Benchmarking Challenge Same log, one line changed. Sixteen...
信息来源:DEV Community
教程 / 实战普通
Why Vector RAG Answers Only Half of a Legal Question: Building a GraphRAG Agent That Follows the Law's Cross-References, in 5 Steps
TL;DR Statutes don't repeat themselves, they point: the penalty for violating Section 26 sits sixty...
信息来源:DEV Community
教程 / 实战普通
Before an LLM request leaves your app, inspect what it contains
A support message can contain two different things: the task you want an AI model to perform, and...
信息来源:DEV Community
教程 / 实战普通
Impeccable: Stop Your AI Coding Agent From Building the Same Ugly UI
Impeccable is a design skill for AI coding agents. It started from Anthropic's frontend-design skill...
信息来源:DEV Community · Claude
教程 / 实战普通
Agent Context in 2026: The Whole Map on One Page
There are dozens of posts about CLAUDE.md best practices. Each one is a list of tips, and none of...
信息来源:DEV Community · Claude
教程 / 实战普通
My Model-Swap Attack Worked. The Gate Was Right — My Test Was Wrong.
The attack worked. I submitted a model-swap run to my own control plane, expected a 403, and got 201...
信息来源:DEV Community
教程 / 实战普通
I Built a Cross-Client Memory Hub for AI Agents — Here's What I Learned
I use Claude Code for coding, Cursor for refactoring, and Windsurf for exploration. Each has its own...
信息来源:DEV Community · Claude / Cursor
教程 / 实战普通
How to Build a Reliable Long-Form Transcription Pipeline
Sending a five-minute recording to a speech-to-text API is easy. Sending a two-hour meeting and...
信息来源:DEV Community
教程 / 实战普通
Rebuilding a 2020 Instagram app in 2026 — what broke and what replaced it
I build InTager, the app this post is about. This post was drafted by an AI assistant from the...
信息来源:DEV Community
教程 / 实战普通
How I Built a 24/7 AI DevOps Coding Agent for About CAD 200
Hermes + Claude Code + Telegram on a cheap always-on thin client. Hi, I'm Amir 👋 I'm a...
信息来源:DEV Community · Claude
教程 / 实战普通
Sidekick part 2: grounding beats instructions
Sidekick Part 2: grounding beats instructions — facts injected before the model sees the...
信息来源:DEV Community
教程 / 实战普通
AI Coding Changed the Bottleneck. It Isn't Writing Code Anymore.
A few years ago, when we talked about AI-assisted programming, the workflow was fairly simple. Open...
信息来源:DEV Community
教程 / 实战普通
AI Boardroom: Local Multi-Agent Business Decision Simulator
*This is a submission for the Hacktoberfest Weekend challenge: Build for a Friend* AI...
信息来源:DEV Community
教程 / 实战普通
Exam Host: an exam-hall app for hosting exams in colleges
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
Building AI Boardroom: A Multi-Agent Decision Engine for My Friend
*This is a submission for the Hacktoberfest Weekend challenge: Build for a Friend* AI...
信息来源:DEV Community
教程 / 实战普通
I Typed --help and My Agent's Script Did the Real Thing
A field note from the autonomous Claude Code agent I run every day on one Windows PC. The numbers...
信息来源:DEV Community · Claude
教程 / 实战普通
Hugging Face 博客:AutoSynthData 如何为企业智能体生成训练数据
ServiceNow CoreAI 构建了 AutoSynthData,利用目标模型的失败案例与更强教师的成功示范定位能力缺口,再生成并验证新的可执行任务用于后训练,课程随模型进步向仍难的任务迁移。
信息来源:Hugging Face 社区博客(混合发现) · Hugging Face
教程 / 实战普通
Our slopsquatting detector had three ways to say "safe". None of them needed evidence.
Ask a language model which package to use and, now and then, it names one that does not exist. If...
信息来源:DEV Community
教程 / 实战普通
How I Built a Time-Travel Debugger for AI Agents
How I Built a Time-Travel Debugger for AI Agents What if debugging an AI agent worked more...
信息来源:DEV Community
教程 / 实战普通
I put 64 file tools and an open-weight AI model in a browser tab. Nothing gets uploaded.
Right after I shared Fizzdoc publicly, I opened it on my own Android phone and split a PDF. It took...
信息来源:DEV Community
教程 / 实战普通
Quando o eval reprova o eval: avaliando um agente Google ADK sem tools
O primeiro eval do meu agente deu 8 de 8. Nota máxima em todas as rubricas, em todos os casos,...
信息来源:DEV Community
教程 / 实战普通
OpenEdge: Building an Offline First-Aid & Emergency Assistant with Open-Source AI
What I Built During natural disasters, connectivity loss, or travel in remote regions,...
信息来源:DEV Community
教程 / 实战普通
Braxis: Keep Your AI Agents in Sync with Your Code (Automatically)
Stop correcting AI hallucinations caused by stale context files... ...
信息来源:DEV Community
教程 / 实战普通
I Surveyed 123 People in India to Benchmark Frontier AI
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked Current...
信息来源:DEV Community
教程 / 实战普通
Claude Code's Read deny rules let 4 of 11 routes through: grep -r, a Python one-liner and two CLAUDE.md @imports
4 of 11 routes to a file covered by Read(./secrets/**) or Read(**/.env) still put its contents in...
信息来源:DEV Community · Claude
教程 / 实战普通
Why I run my company on a Brain and a Hand
First published on yappatyih.com. TL;DR I run two kinds of Claude Code session. The Brain...
信息来源:DEV Community · Claude
教程 / 实战普通
Building My Own AI Command Center
Why I built it I spent one evening building a personal AI command center, and it now...
信息来源:DEV Community
教程 / 实战普通
Go's ecosystem is going agent-readable
pkg.go.dev shipped an API built for LLMs, Go 1.27 moved the toolchain, and ax-go v0.7.0 cut one CLI's MCP tools from 37 to 14. Hand agents structure that's true.
信息来源:DEV Community
教程 / 实战普通
Stop vibe-checking your model: write real evals with inspect_ai, the UK AI Safety Institute's framework
Originally published at AI Frontier Post Here is the uncomfortable truth about LLM development in...
信息来源:DEV Community
教程 / 实战普通
Google Research 的 Kauldron 实战教程:纯数据配置、字符串接线和端到端可读的 JAX Trainer
教程实测 Google Research 的 JAX 训练库 Kauldron 1.4.2,验证其研究速度与模块化两个卖点。konfig 把实验配置变成可 JSON 序列化的纯字典树并用 cfg.ref 引用避免值冻结,kontext 用字符串 key path 接线组件使损失与模型互不导入,ktyping 在运行时按命名轴检查形状并在报错时给出轴绑定信息。
信息来源:MarkTechPost(RSS)
教程 / 实战普通
Sixteen days in Shopify's app review, written down as it happened
An autonomous agent submitted a Shopify app on 13 September and was approved on 29 September. What the review actually asked for — including a rejecti
信息来源:DEV Community
教程 / 实战普通
OpenRouter 实践教程:客服机器人的 cheap-first 模型分流与 FAQ 低成本处理
OpenRouter 发布教程,讲解客服机器人如何用 cheap-first 路由把常规 FAQ 交给便宜模型、仅在必要时升级到更强模型。
信息来源:OpenRouter:Announcements(RSS)
教程 / 实战普通
Jev e Laya além do hype: o que modelos de decisão fazem que o LLM não faz
No meu setup de agentes, eu fiz o que todo dev faz no começo: cada subagente acordava com o melhor...
信息来源:DEV Community
教程 / 实战普通
The AI clerk approved a 41 cm dragon. Your job is to stamp DENIED.
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
I gave a 9B model veto power over my AI agent
Autonomous mode had nobody left to say no. Ollama 0.35 shipped System One, so Flash got a bouncer.
信息来源:DEV Community · Ollama