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
Ofrenda Digital: A Candlelit Día de los Muertos Sanctuary Powered 100% Offline by Open-Weight Gemma 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
如何用 Managed Deep Agents 的 Schedules SDK 构建主动式常驻智能体
LangChain 介绍如何用 Managed Deep Agents 内置的 cron 调度服务构建主动式常驻智能体,支持在 agent 定义中静态声明调度,或由 agent 在运行时调用 Schedules SDK 动态创建。
信息来源:LangChain:Blog(RSS)
教程 / 实战普通
How RAG Actually Works: Chunking, Embeddings, Retrieval, and Reranking Under the Hood
Deep dive into how RAG actually works under the hood — chunking strategies, hybrid BM25+dense retrieval with RRF, cross-encoder reranking, HyDE, parent-child retrieval, and production pipeline configuration.
信息来源:DEV Community
教程 / 实战普通
Side Chat IDs Are Addresses
On October 27, 2026, at 8:29 p.m. ET, a program on my homelab server sent a message into a Muse side...
信息来源:DEV Community
教程 / 实战普通
Zero LLM Calls From a Working Agent. My Capture Hook Was Lying.
From the agentdrill v0.1.0 release, part of agentic-suite: open-source, harness-agnostic security...
信息来源:DEV Community
教程 / 实战普通
What an internal MCP server actually solves
An internal MCP server does not make a model smarter. It solves a governance problem: without one, an...
信息来源:DEV Community
教程 / 实战普通
LoRA on a 16 GB card: what fits and what does not
A 7B model is the honest ceiling for LoRA fine-tuning on a 16 GB consumer card, not because anything...
信息来源:DEV Community
教程 / 实战精选
Addy Osmani 讲解如何上手 Claude Code Mods
Addy Osmani 发布 Claude Code Mods 上手指南,说明 mods 是运行在会话中的 JavaScript/TypeScript 文件,可通过 hooks 观察事件、改写行为或渲染自定义界面。
信息来源:X:Addy Osmani (@addyosmani) · Claude
教程 / 实战普通
Ghost in the Code: Offline Séance with Programming Language Spirits
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
Ofrenda Viva: A Living Memorial Altar & AI Remembrance Chamber | Ghost in the Machine
A cultural memorial altar keeping ancestral memories alive through open AI: Google Gemma 2, Prior Labs TabPFN-3.5, Tinker fine-tuning, and Arduino hardware.
信息来源:DEV Community
教程 / 实战普通
Not the End, but a Shift: How AI Is Pushing Computer Science Toward Deeper Engineering
If you're studying computer science right now, or you just graduated, you've probably heard some...
信息来源:DEV Community
教程 / 实战普通
Making an LLM app reliable: stopping off-topic answers and inconsistent scores
I built ResumeAI, a resume analyzer that scores a resume against a job description, helps rewrite...
信息来源:DEV Community
教程 / 实战普通
Microsoft’s 60,000-Employee Buyout Offer: What Should Developers Do in the AI Era?
A headline about 60,000 employees is difficult to ignore. For developers, it raises uncomfortable...
信息来源:DEV Community
教程 / 实战普通
Can a coding agent implement a binary format from its spec alone?
Coding agents now write whole programs from a short description. Most of the tasks they are tested on...
信息来源:DEV Community
教程 / 实战普通
I built an AI phone agent. The voice was never what made it sound fake.
Every conversation about AI voice agents starts in the same place. Which TTS provider, how much...
信息来源:DEV Community
教程 / 实战普通
Whisper invented a cooking ad over six seconds of silence. So I built a memorial book that refuses to.
Two open speech models transcribe the same Vietnamese recording on your own laptop. Only the words both heard can become a giỗ date, and a deterministic lunar engine computes the calendar. 37/37 new moons, 17/17 published dates, zero uncit…
信息来源:DEV Community
教程 / 实战普通
pgbrake: an undo button for Postgres when an AI agent is driving
I've started letting Claude Code and Codex work against my dev databases, and the part that worried...
信息来源:DEV Community · Claude
教程 / 实战普通
I kept missing my AI coding chats waiting for me, so I built a cat that taps me on the shoulder
Some time ago my workflow changed without me deciding it. I stopped writing code in one editor and...
信息来源:DEV Community
教程 / 实战普通
séance: I let a Gemma ghost haunt my shell (and built it an ofrenda for my deleted files)
This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 4 👻 ezequiel › make test...
信息来源:DEV Community
教程 / 实战普通
Phantom Dependency 👻 — Local AI Codebase Auditor for Forgotten & Haunted Packages
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
AI writes the code. Who owns the rest?
I ask my coding agent to make a change. A few minutes later, it proudly presents me with...
信息来源:DEV Community
教程 / 实战普通
Google Updates Spam Guidance on Indexing Link-Sharing Pages
Google has updated its documentation on preventing user-generated spam with more specific advice for...
信息来源:DEV Community
教程 / 实战普通
The Easy Button for AWS Account Details and Cost Savings
How I gave an AI agent enough access to map an AWS account and build a savings report, and...
信息来源:DEV Community
教程 / 实战普通
We instrumented 11 production agents with real token accounting. In 9 of them, the most expensive step wasn't the model.
Last quarter we finally stopped trusting the LLM bill. We wired real per-step token attribution into...
信息来源:DEV Community
教程 / 实战普通
My AI was in the cloud. I brought it home.
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
Poisoned Google SERPs Disrupt Rank Tracking: How to Validate Ranking Drops
Third-party rank trackers are designed to turn Google’s changing results into a usable measurement...
信息来源:DEV Community
教程 / 实战精选
Claude Code 触发用量上限后如何用 OpenRouter 继续编码
OpenRouter 介绍 Claude Code 触发用量上限时改用 OpenRouter API key 继续编码的方法:设置三个环境变量或用 Ori Harness 的 ori claude 命令,即可按 token 付费使用同样的 Claude 模型,没有五小时和每周限制。
信息来源:OpenRouter:Announcements(RSS) · Claude
教程 / 实战普通
Fastest AI inference API in 2026: 30 days of latency data for Groq, Cerebras, SambaNova and 43 more, from 3 regions
Time to first token for Groq and Gemini Flash-Lite, and network latency to 46 inference APIs incl. Cerebras and SambaNova, measured every 5 minutes from US Central, Tokyo and São Paulo.
信息来源:DEV Community · Gemini
教程 / 实战普通
Introducing tobira: Every Database, One Terminal, and One MCP Server for Your Agents
tobira is an open-source Go CLI and TUI for 31 databases with a read-only guard, an AI assistant, an MCP server for Claude Code and Cursor, and an agent skill.
信息来源:DEV Community · Claude / Cursor
教程 / 实战普通
TechCrunch Disrupt 圆桌:AI 数据中心热潮如何推动美国电网现代化
在 TechCrunch Disrupt 上,WeaveGrid CEO Apoorv Bhargava、Veir CEO Tim Heidel 与 Rewiring America 政策副总裁 Kristin Eberhard 讨论 AI 数据中心带来的电力需求激增。
信息来源:TechCrunch:AI(RSS)
教程 / 实战普通
Anthropic Expands Claude’s Life Sciences Ecosystem for Drug Discovery Workflows
Anthropic is building a broader role for Claude in life sciences, connecting its AI assistant to...
信息来源:DEV Community · Claude
教程 / 实战普通
Verified, renamed, and founded in the open
The founding devlog of Operator Verified, a build-in-public program working on World ID and agent...
信息来源:DEV Community
教程 / 实战普通
How to find and stop dev servers Claude Code and Codex left running
You run npm run dev and Vite says Port 5173 is in use, trying another one.... You didn't start...
信息来源:DEV Community · Claude
教程 / 实战普通
TypeSafe AI 每周更新 Jev 教程
你也可以学会像 @allietheicon 那样 Jev! 全新 cookbook 每周新鲜出炉。
信息来源:X:TypeSafe AI (@typesafeai)
教程 / 实战普通
Google Says Discover AI Source-Tap Issue Was a Bug in an Experiment
Google has said that an issue preventing users from opening cited-source content from some Discover...
信息来源:DEV Community
教程 / 实战普通
I built an open-source AI agent for EasyEDA that can design schematics and PCBs
Hi! I want to share my open-source project, EasyEDA Copilot. It allows AI agents to create and edit...
信息来源:DEV Community
教程 / 实战普通
Linterna: keep the voice behind the memory
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
马东锡读文:前沿AI团队如何管理
马东锡分享阅读前沿 AI 团队组织管理文章的笔记,认为对训练大模型的组织极具参考价值。要点包括:语言模型关键信息必须自下而上流动,核心语言建模团队应始终保持小规模,工程必须服务于下一代模型,并坚持固定训练日程、少而精地发布模型。他推荐深度阅读原文。
信息来源:X:马东锡 NLP (@dongxi_nlp)
教程 / 实战普通
A flow can't wake a flow: building a hands-off agent loop on GitLab Duo
For the GitLab Transcend "Life After Code" hackathon I built Ghost Customers: three synthetic...
信息来源:DEV Community
教程 / 实战普通
Anthropic IPO 后的治理结构解析:LTBT 与创始人如何掌握控制权
TechCrunch 解析 Anthropic 上市后的公司治理结构,普通股股东对董事会组成等重大决策几乎没有话语权。Long Term Benefit Trust 持有特殊股票,可任免 4 个 Class T 董事席位中的多数,成员包括 Ben Bernanke 等;七位创始人以 50.1% 投票权选举 3 名董事。
信息来源:TechCrunch:AI(RSS) · Claude