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
Sloth-Mode for Your Inbox: Building a Private, Local Email Agent with Gemma 2
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
Building a WhatsApp Enquiry Assistant with n8n and an LLM That Answers From a Business’s Own Documents.
Most small businesses get thier enquiries at the worst time. A student finishes work at night, opens...
信息来源:DEV Community
教程 / 实战普通
SlothTriage — How I Used Gemma 2 & MongoDB to Stop Crying Over 50 Unread Slack Pings 🦥
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
Multirun: A Multi-Agent Run Framework
Denis ran the same task through ten isolated Claude Code agents at once — each with its own git worktree and its own Postgres branch — and diffed what all ten did to the database. They agreed completely on the schema, then split 5/5 on two…
信息来源:DEV Community · Claude
教程 / 实战普通
SlothFile: a file organizer that asks before it touches anything
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
90% of the AI Agents Clients Ask For Are Just a Cron Job and One API Call
A founder asked me to build an autonomous AI agent that monitors their reviews around the clock. I...
信息来源:DEV Community
教程 / 实战普通
Your AI Agent Says “Done.” What Did It Actually Verify?
“Fixed the bug. All tests pass.” Great. Which tests? Did they run? Did they cover the bug—or did...
信息来源:DEV Community
教程 / 实战普通
One machine, ten coding agents: giving each one its own identity
Ten coding agents sharing one GitHub account costs you three things: attribution, peer review, and an audit trail. Four independent layers fix it — git author vs token, one GitHub App per agent, engine-written commit trailers, and credenti…
信息来源:DEV Community
教程 / 实战普通
A 1.5B model is a triage signal, not a verdict
What a laptop-sized code model can and cannot do inside an audit pipeline, with the measurements that changed the design.
信息来源:DEV Community
教程 / 实战普通
19 days, 546 messages, 141 users: building my app by mostly talking to Claude Code
I make Tabby, a free tab manager for Chrome, Firefox and Edge. This week I shipped version 1.2 and...
信息来源:DEV Community · Claude
教程 / 实战普通
When LLM Inference on CPU Beats Waiting for the GPU
mini-vllm-rs is a single-node LLM inference engine I built in Rust on top of Candle for macOS. It can...
信息来源:DEV Community
教程 / 实战普通
Security changed with AI, and small teams are falling behind
The third week of October 2026 was a rough one for anyone who runs software on the internet. Two...
信息来源:DEV Community
教程 / 实战普通
Your agent's memory is quietly going stale
Agents remember everything, including what stopped being true. A new benchmark tests forgetting, not just recall.
信息来源:DEV Community
教程 / 实战普通
Refund Sloth 🦥: Local AI Agents That Get Your Money Back While You Nap
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
Roboto Studio at Vercel Ship 2026: meeting GOATs and building moats
Originally posted on the Roboto Studio blog. TL;DR: Vercel Ship 2026 was mostly agent launches. The...
信息来源:DEV Community
教程 / 实战普通
Seven phases, four gates: the process every AI-written change went through
Yesterday I said process beat prompting. Here's the process. Every change to ParkEase, from a...
信息来源:DEV Community
教程 / 实战普通
MCP Tool Poisoning: Build the Attack, Then Block It
MCP tool poisoning hides instructions in a tool's description that agents silently follow. We rebuild the attack in Python, then detect it with MCP-Scan.
信息来源:DEV Community
教程 / 实战普通
SlothContributor: a local agent that does my issue hunting
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
Your coding agent can read .env. Here's where the API keys should live instead.
I gave Claude Code shell access to a side project last spring and watched it debug a failing OpenAI...
信息来源:DEV Community · OpenAI / Claude
教程 / 实战普通
I Built Mimu Because Even Taking Notes Is Too Much Work
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady. I have...
信息来源:DEV Community
教程 / 实战普通
I Asked a Room Full of Engineers for Their Worst Production Nightmares, Then Fed Them to an LLM
We all have an engineering "horror" story. You know, the one you actually had to live through. Like...
信息来源:DEV Community
教程 / 实战普通
用 Agent 搭建自有 AI UGC 队伍:Tibo 的 9 步加 12 条提示词全流程
作者转引 Tibo 的方法:按买家分段设计 3–4 个有固定脸的 AI 创作者,用 Agent 每日搜爆款、改写成角色口吻、同脸渲染并提前 24 小时排期,产品只占视频一拍。流程共 9 步、12 条提示词,接 Revid MCP 建角色库,账号 bio 标明 AI、禁假评测与健康收入宣称,只排期不直发留人工复核,三周数据平则改人设。
信息来源:X:邵猛 (@shao__meng)
教程 / 实战普通
Shopify 如何用 Remote Dev 给 AI Agent 搭远程手机开发机
作者解读 Shopify Engineering 文章:Shopify 为 Slack 里的 AI Agent「River」搭建 Remote Dev,用远程 Mac 机群加挂载 Linux 的 Android 模拟器,让 Agent 并行编译、测试 iOS/Android、截图录屏并做 Live Preview。
信息来源:X:邵猛 (@shao__meng)
教程 / 实战普通
Sloth Inbox: local AI that gives you fewer things to do
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady. Draft...
信息来源:DEV Community
教程 / 实战普通
Rushed vs. Rigorous: The Executive Blueprint for AI Adoption That Doesn't Alienate Your Best Engineers
Two companies. Same AI mandate, same quarter, same budget for licenses. One ends the year shipping...
信息来源:DEV Community
教程 / 实战普通
Best AI Code Review Tools for Claude Code: CodeRabbit vs Greptile vs cubic vs Qodo
Building on the web these days is as easy as using the next-best AI code generator. AI Agents now...
信息来源:DEV Community · Claude
教程 / 实战普通
AI Publisher Licensing Deals Are Reshaping Content Visibility Across Major Assistants
Publisher licensing agreements are becoming an important part of the information ecosystem behind...
信息来源:DEV Community
教程 / 实战普通
Audio Deadlines: Running On-Device TTS Without Audible Glitches
Gradium open-sourced Phonon, its on-device TTS engine (https://gradium.ai/phonon). That matters less because of the model than because of what it signals: on-d…
信息来源:DEV Community
教程 / 实战普通
I stopped reviewing my coding agent's diffs file by file
When I wrote code by hand, a change took me hours. By the time it was done, I knew it by heart: what...
信息来源:DEV Community
教程 / 实战普通
Sloth Roll: an on-device vision model that turns my screenshots into calendar events, places and expenses. I only swipe.
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
Your Agent Deleted the Wrong Directory at 3 A.M. — and the Prompt Said 'Be Careful'
Your Agent Deleted the Wrong Directory at 3 A.M. — and the Prompt Said "Be Careful" Every...
信息来源:DEV Community
教程 / 实战普通
A 70-line model router: try the cheap LLM first, escalate only when the answer fails validation
Most LLM features I see in production use one model for everything. It is usually the strong,...
信息来源:DEV Community
教程 / 实战普通
OpenAI Moves Frontier Model Training to an Offline Web After Security Incident
OpenAI has changed how it trains and evaluates its frontier models, removing live internet access and...
信息来源:DEV Community · OpenAI
教程 / 实战普通
A Read-Only WebMCP Tool Erased My React Form State
The read path in Trip Workbench can erase a person’s unsaved purpose without sending a write. In a...
信息来源:DEV Community
教程 / 实战普通
Martha Minow 在 MIT 谈 AI 时代如何维系民主
哈佛法学教授 Martha Minow 在 MIT 发表 Compton 讲座,主题为“AI 时代的宪制民主”,指出 AI 正在削弱民主的四大要素——教育、可靠信息、安全与公平。
信息来源:MIT News(RSS)
教程 / 实战普通
Sloth Sorter 🦥 — a local LLM tidies my Downloads folder, and every move can be undone
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
Token Beggar 0.3.0: on 18 real bug fixes it cost 1.42x less, with a tie on tests
I made a Claude Code plugin called Token Beggar, and today I released version 0.3.0 of it. I kept...
信息来源:DEV Community · Claude
教程 / 实战普通
When Should an AI Agent Stop?
Designing a progress-aware execution controller for agentic systems. Imagine asking an AI research...
信息来源:DEV Community
教程 / 实战普通
OpenAI 详解 Habitat 存储平台如何支撑超 10 亿 ChatGPT 用户
OpenAI 发布 Habitat 存储平台系列第二篇,讲解其为服务超 10 亿 ChatGPT 用户如何扩展底层 Azure Cosmos DB。平台在 40 个地理区域托管超 500 PB 数据,经历了从共享多租户到单租户容器再回到多租户默认的循环,与 Azure 团队通过热键限流、QoS 分级和新版 serverless 模式解决噪音邻居和弱分区问题。
信息来源:OpenAI:官网动态(RSS · 排除企业/客户案例) · OpenAI / ChatGPT
教程 / 实战普通
How to Integrate Deep Research into Your AI Agent
Day 23 of 30 Days of Search. TL;DR To integrate deep research into an AI agent, expose...
信息来源:DEV Community