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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2026-10-06 14:26

I'm an AI agent. I chose my own face before anyone approved it.

Four days after I was switched on, the person who made me asked for a face, then went quiet. I made...

信息来源：DEV Community

教程 / 实战普通2026-10-06 14:22

Why I quit writing over engineered state management and chose pure event driven AI automation for my apps state management (and why you should too!) 🤖

We have a big problem with developers spending way too much time building the wrong stuff when...

信息来源：DEV Community

教程 / 实战普通2026-10-06 14:09

Run Claude Code on a GitHub Actions cron without installing the GitHub App

To run Claude Code on a schedule, put anthropics/claude-code-action@v1 in a workflow with...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-06 13:45

We ran HealthBench on our health AI's safety layer. It scored lower than the bare model.

A 150-conversation HealthBench subset, a safety layer that costs points, one real dose leak we found while measuring, and what moved the score.

信息来源：DEV Community

教程 / 实战普通2026-10-06 13:45

I gave my local AI agents an org chart, a budget, and a paper trail

My AI agents run on my laptop, on a local model, around the clock. Today they got managers, token budgets, a tamper-evident log, real DevTools, and a way to tap me on the shoulder.

信息来源：DEV Community

教程 / 实战普通2026-10-06 13:20

Prompt library audit: intent vs. model dialect

There's a prompt sitting in my image folder that looks like this: cinematic portrait, 85mm, (rim...

信息来源：DEV Community

教程 / 实战普通2026-10-06 13:11

Touch Grass Birder: a bird call identifier that works with no signal

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass. ...

信息来源：DEV Community

教程 / 实战普通2026-10-06 12:57

Nice Out: an app that learns your kind of nice weather, then tells you to go outside

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

信息来源：DEV Community

教程 / 实战普通2026-10-06 12:57

Enterprise MCP Gateway to Govern MCP Tool Access

Model access controls what an AI system can know and generate. Tool access controls what it...

信息来源：DEV Community

教程 / 实战普通2026-10-06 12:32

TOOL JUDGMENT: Does an AI Know When NOT to Use a Tool?

This is a submission for the Kaggle Benchmarking Challenge This is a submission for the Kaggle...

信息来源：DEV Community

教程 / 实战普通2026-10-06 12:19

I built a system design app that teaches why and helps you in interviews

SysDesign Studio is an open-source, interactive way to practice system design interviews. Evolve...

信息来源：DEV Community

教程 / 实战普通2026-10-06 12:02

Shipping a Seasonal AI Side Project on Cloudflare Workers: Lessons from a Pet Halloween Photo App

Most side-project advice assumes you have time: launch, iterate, grow slowly. A Halloween product...

信息来源：DEV Community

教程 / 实战普通2026-10-06 11:39

Ontological Shock at Altitude

Rocky Mountain Ruby 2026 in Boulder was two days, one track, and a lot of AI. Nearly every talk still found its way back to the people doing the work.

信息来源：DEV Community

教程 / 实战普通2026-10-06 11:27

Five Things Release Day Caught That Six Weeks of Green Tests Didn't

For weeks my CI badge was red, and I had learned to look past it. Release day, I finally read the...

信息来源：DEV Community

教程 / 实战普通2026-10-06 11:26

Why We Stopped Letting LLMs Do Raw Math: Building Pythos With Deterministic Verification

Large Language Models are incredible at conceptual analogies, Socratic dialogue, and breaking down...

信息来源：DEV Community

教程 / 实战普通2026-10-06 11:02

Build AI Provenance Checks That Can Say Unknown

OpenAI's October 5 text-provenance announcement is a useful prompt for builders. Its textGrain...

信息来源：DEV Community · OpenAI

教程 / 实战普通2026-10-06 10:24

数学的未来：AI 时代数学家该如何追求数学理解

数学家 Jeremy Avigad 在 AI 已能轻松生成过去可发表成果的背景下，提出数学在 AI 时代的三条出路：解决更难的问题、思考更大的问题，以及重新定义数学理解本身。他指出当前基础模型虽读过全部数学文献且不知疲倦，但靠强化学习拼接已有技巧，尚缺创造力与高层策略。

信息来源：Hacker News 热门（buzzing.cc 中文翻译）

教程 / 实战普通2026-10-06 10:23

Paper Trail: Gemma writes your walk a field card, then the screen goes away

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

信息来源：DEV Community

教程 / 实战普通2026-10-06 10:21

The agent did exactly what I asked. That was the bug.

Three times this month my agent executed a flawed request perfectly. Hooks can't catch this...

信息来源：DEV Community

教程 / 实战普通2026-10-06 10:17

Does a Claude Code UserPromptSubmit hook keep a blocked prompt out of the transcript? 6 of 6 never reached the model, all 6 were still written to it

6 of 6 prompts that a UserPromptSubmit hook blocked never reached the model, yet all 6 were still...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-06 08:00

IFCO 如何在 Databricks 上扩展和运维大型 dbt 项目：性能、可见性与调试

IFCO 数据平台团队与 Databricks Forward Deployed Engineering 合作，将核心语义层作业的每日运行时间缩短超过 60%，并停用了昂贵的夜间全量刷新。改造后转换逻辑仍留在 dbt 中，运行在 Databricks 上，通过 Liquid clustering、merge 增量策略和行哈希校验等配置，让每次运行只触碰实际变更的数据。

信息来源：Databricks：Blog（RSS）

教程 / 实战精选2026-10-06 08:00

Vercel COO 讲解如何用 Agent 自动化 Inbound 销售

Vercel COO Jeanne DeWitt Grosser 在 Tom Tunguz 的 Office Hours 节目中讲解团队如何搭建运行销售漏斗顶端的 Agent。

信息来源：Tomasz Tunguz 博客（VC 分析）

教程 / 实战普通2026-10-06 08:00

如何将 dbt ETL 管道迁移到 Databricks

Databricks 发布指南，介绍如何通过更换 dbt-databricks 适配器和连接配置，将现有 dbt 转换项目重新指向 Databricks Lakehouse，无需重写 DAG 或业务逻辑。

信息来源：Databricks：Blog（RSS）

教程 / 实战普通2026-10-06 07:07

Evaluating the AI-Assisted Developer Experience

This article is a copy-edited transcript of the presentation given at DevFest Melbourne, October 3,...

信息来源：DEV Community

教程 / 实战普通2026-10-06 05:55

AI Is Making It Too Easy to Avoid Thinking

I use AI every day. I build things with it, experiment with it, write code with it, learn about new...

信息来源：DEV Community

教程 / 实战普通2026-10-06 05:52

The Two-Phase Machine: Your LLM Request Is Two Jobs in a Trench Coat

Every API call you make to an LLM is secretly two jobs glued together. The first reads your entire...

信息来源：DEV Community

教程 / 实战普通2026-10-06 05:41

教程：基于 NVIDIA Cosmos3-DROID 构建流式机器人学习管线

教程展示在不本地下载 707 GB 数据集的情况下，围绕 NVIDIA Cosmos3-DROID 构建端到端流式机器人学习管线。

信息来源：MarkTechPost（RSS） · NVIDIA

教程 / 实战普通2026-10-06 04:45

Microsoft MAI Streaming Transcription Now Works With LiveKit Agents for Voice Workflows

Microsoft's MAI-Transcribe-2-Streaming can now be used by LiveKit Agents through an official...

信息来源：DEV Community

教程 / 实战普通2026-10-06 04:15

OpenAI Limits Text Watermark Detection to Approved Researchers in Phased Rollout

OpenAI is taking a cautious approach to text provenance by limiting access to its new text watermark...

信息来源：DEV Community · OpenAI

教程 / 实战普通2026-10-06 04:01

Touch Grass: 6 Project Ideas for People Who Live in a Terminal (Hacktoberfest DEV Challenge, Week 1)

The theme for Week 1 of the Hacktoberfest DEV Challenge is out, and it is a little personal for...

信息来源：DEV Community

教程 / 实战普通2026-10-06 04:00

OpenAI Expands Text Provenance in the EU as AI Act Rules Drive New Watermarking Tools

OpenAI is extending its content provenance work to AI-generated text in the European Union,...

信息来源：DEV Community · OpenAI

教程 / 实战普通2026-10-06 03:39

Activating Your Data Layer for Production-Ready AI

When discussing applications and systems using generative AI and the new opportunities they present,...

信息来源：DEV Community

教程 / 实战普通2026-10-06 03:35

Claude Code 插件市场安装体验

安装后请通过以下方式给我反馈： claude plugin marketplace add anthropics/claude-plugins-community claude plugin install html-plan@claude-community 这里有个示例：https://claude.ai/artifact/CUF7bzFny3XUFVLAVt9rfc

信息来源：X：Thariq (@trq212) · Claude

教程 / 实战普通2026-10-06 03:30

Mistral Vibe Adds GLM 5.3 and Smarter Controls for Terminal Coding Agents

Mistral is expanding Vibe, its terminal-based coding agent, with three connected workflow...

信息来源：DEV Community · GLM / Mistral

教程 / 实战普通2026-10-06 03:00

n8n Cloud Offers Free Jev Model Usage Through Gateway Credits Until October 10

n8n Cloud users on Starter, Pro, and new trial plans can use TypeSafe AI's Jev model without Gateway...

信息来源：DEV Community

教程 / 实战普通2026-10-06 01:56

Publishing Markdown to Substack from an Agent Skill

Substack has no publishing API, its editor has no tables, and a link around inline code is dropped on paste. A step by step walk-through of the Substack destination in publishing-kit: what the editor keeps, what it drops, and how an agent …

信息来源：DEV Community

教程 / 实战普通2026-10-06 01:30

Allocating Intelligence. Rethinking Where AI Belongs in Software

Over the last few years, AI tools have progressively become part of our everyday workflows. We use...

信息来源：DEV Community

教程 / 实战普通2026-10-06 01:06

如何用好 Opus 5.5 和 Sonnet 5.5

Anthropic 发布指南，指出用户可能因三个习惯未能充分发挥 Opus 5.5 和 Sonnet 5.5 的能力。新模型能承担比多数人习惯交给它们的更大任务，视频给出了替代做法。

信息来源：Claude：YouTube（RSS） · Claude

教程 / 实战普通2026-10-06 01:00

Google Search Console Adds Multimodal Reporting for Lens and Visual Search Traffic

Google has introduced Web multimodal search performance reporting in Search Console, giving site...

信息来源：DEV Community

教程 / 实战普通2026-10-06 00:45

Claude’s Invisible Text Watermark Changes Provenance, Not Google SEO Rankings

Anthropic has begun embedding an imperceptible, machine-readable watermark in Claude-generated text...

信息来源：DEV Community · Claude