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教程 / 实战普通2026-09-04 20:04

Google Locked Its AI Vulnerability Hunter Behind 650 Seats. Build Your Own for Under a Cent per File

On Tuesday, Google announced Gemini 3.8 Flash Cyber, a model that its own Cloud Vulnerability...

信息来源：DEV Community · Gemini

教程 / 实战普通2026-09-04 19:53

When Should You Use n8n Instead of Writing the Code Yourself?

The first time an n8n workflow replaces a 300-line integration script, it feels like you got away...

信息来源：DEV Community

教程 / 实战普通2026-09-04 19:49

n8n + MCP: What Happens When AI Can Build Its Own Workflows?

The dangerous moment is not when an AI suggests a workflow. It is when it can activate one. Imagine...

信息来源：DEV Community

教程 / 实战普通2026-09-04 19:49

GPT-6 Astra Just Crossed a Line No Model Has Crossed Before. Here's What It Means for Your Threat Model

OpenAI's newest model can find and chain zero-days without a human walking it through each...

信息来源：DEV Community · OpenAI / GPT

教程 / 实战普通2026-09-04 19:36

Emad Mostaque 调侃 Cognition 员工如何用 token 预算攻克数学难题

Emad Mostaque 引用一条声称找到 RSA-260 因数的大整数分解推文，调侃 Cognition 拥有约众多数学奥赛金牌得主，好奇他们是否都有 token 预算去攻克数学问题。

信息来源：X：Emad Mostaque (@EMostaque)

教程 / 实战普通2026-09-04 19:30

DeepSeek 据报道计划在内蒙古部署至少 160，000 颗华为 Ascend 950DT 芯片

据 Bloomberg 报道，DeepSeek 计划在其位于内蒙古建设的数据中心部署至少 160，000 颗华为 Ascend 950DT 芯片用于运行自家模型，可能形成已知最大的华为 AI 芯片集群之一。

信息来源：X：Kim (@kimmonismus) · DeepSeek

教程 / 实战普通2026-09-04 19:10

I Analyzed 2,061 Public n8n Workflows and Found 92% of the AI Nodes Had Been Silently Replaced

TL;DR: Tried to compare AI-agent n8n workflows against plain ones. Filtering the biggest public...

信息来源：DEV Community

教程 / 实战普通2026-09-04 19:01

Una costituzione con diritto di risposta per gli agenti che programmano

Per due mesi, in un progetto vero costruito con Claude Code, ogni sessione e ogni subagente ha...

信息来源：DEV Community · Claude

教程 / 实战普通2026-09-04 18:14

广汽集团与火山引擎推动一线员工用 TRAE 等工具开发 Agent，落地研产供销全流程

广汽集团与火山引擎通过火山杯Agent创新大赛，鼓励一线员工用 TRAE、ArkClaw 等工具开发 Agent，覆盖 NVH 研发、物流设备管理、智能座舱故障诊断和智驾路测等场景。

信息来源：公众号：火山引擎

教程 / 实战普通2026-09-04 17:24

AI Engineering Is Easy. Changing How We Work Is Hard

AI engineering sounds fancy. New terms are everywhere: agentic development, AI-native engineering,...

信息来源：DEV Community

教程 / 实战普通2026-09-04 17:01

FreeLLMAPI: One OpenAI-Compatible Endpoint for 34 Free LLM Providers

Almost every AI lab now hands out a free tier. Google, Groq, Cerebras, Mistral, Cohere, NVIDIA,...

信息来源：DEV Community · OpenAI / NVIDIA / Mistral

教程 / 实战普通2026-09-04 16:28

Stratagems #28: Mark Built a Ladder. The AI Climbed to the Top.

Lend him the opening. Lure him in. Cut his support. Trap him where there is no way out. To take the...

信息来源：DEV Community

教程 / 实战普通2026-09-04 16:12

How I Built Maya: A Real-Time Voice AI Clinic Receptionist

Most AI demos you see online are either simple text chatbots or basic wrappers around an API. I...

信息来源：DEV Community

教程 / 实战普通2026-09-04 15:51

Prompting Will Be Dead in Six Months

That's at least what every tech bro is saying right now on Twitter. The next wave, apparently, is...

信息来源：DEV Community

教程 / 实战精选2026-09-04 15:00

用 Astra 在 Blender 中从一段描述搭建可编辑 3D 房屋场景

OpenAI Developers 博客展示作者用 Codex 中的 Astra 将一段房屋设计简报逐步发展为可编辑的 Blender 3D 场景，涵盖建筑、家具、材质、灯光与地板图，并经 Cycles 渲染出 30 秒 900 帧 1080p 相机漫游。

信息来源：OpenAI Developers：Blog（网页） · OpenAI

教程 / 实战精选2026-09-04 15:00

OpenAI 工程师用 Astra 在 Codex 中构建太空游戏 Void Explorer 的实践详解

OpenAI 开发者博客分享了用 Astra 在 Codex 中构建太空探索游戏 Void Explorer 的完整过程。游戏包含 2,048 个星系和超过 10,000 颗程序化生成的行星，可从太空穿越大气层降落并步行。

信息来源：OpenAI Developers：Blog（网页） · OpenAI

教程 / 实战普通2026-09-04 14:54

Your AI-generated tests aren't testing your code. They're testing the AI's blind spots.

Intro There's a pitch behind every "AI writes your tests too" workflow: more coverage,...

信息来源：DEV Community

教程 / 实战普通2026-09-04 13:28

YouMind 创作者分享上架 34 个 Skill 赚 $1000 的万字保姆级教程

作者转发并推荐 @Steve202333 的万字教程。该创作者三个月前还不知道 Skill 是什么，之后在 YouMind 上架 34 个 Skill，赚了 $1000 美金，激励积分超过 100 万。教程覆盖选题、定义、创建、测试到包装上架全流程，每一步配有可复制模板，作者自称无技术背景、不会写代码。

信息来源：X：Frank Wang 玉伯 (@lifesinger)

教程 / 实战普通2026-09-04 13:27

Stop Building AI Agents. Start Building AI Systems.

There's a phrase I keep seeing everywhere in AI development: "We need an AI agent." Need to analyze...

信息来源：DEV Community

教程 / 实战普通2026-09-04 13:06

The Detector Reported Zero Because It Only Had One Item.

Two instructions went into an Auditor my agent collaborators and I built to surface conflicts in...

信息来源：DEV Community

教程 / 实战普通2026-09-04 12:50

31 hard questions about coordinating parallel coding agents, answered

Last week I open-sourced Foremerge, a coordination protocol for coding agents that sits above Git....

信息来源：DEV Community

教程 / 实战普通2026-09-04 12:41

ZHO 复盘用 Gemini 3 Pro 做自动建模渲染动画的开发

ZHO 分享其去年用 Gemini 3 Pro 开发的自动建模+渲染+动画流程，组合 Gemini 3 Pro 建模、Nano Banana Pro 渲染、Veo 3.1 动画，耗时由 1 小时缩短为 2 分钟。他提出核心验证是 AI 跨模态能力让渲染和动画不再依赖精确建模，效果与精确落地可分开。

信息来源：X：ZHO (@ZHO_ZHO_ZHO) · GPT / Gemini

教程 / 实战普通2026-09-04 12:23

When Code Looks Fine but Isn’t: Building Nice Code for Evidence-Based Review

A pull request can pass the compiler, the formatter, and the linter and still leave behind a serious...

信息来源：DEV Community

教程 / 实战普通2026-09-04 10:26

The board came back. The highlights lied.

I ship Codenames AI, a web game. Each game mode keeps its own save in localStorage. Reload the tab,...

信息来源：DEV Community

教程 / 实战普通2026-09-04 09:59

Kong AI Gateway 2.0 on Google Cloud: Securing GKE, Cloud Run, and Vertex AI(Agent Platform)

Most teams running on Google Cloud don't pick one compute model and stay there. Some services live...

信息来源：DEV Community

教程 / 实战普通2026-09-04 09:51

阿易评会议录音已转向喂给 Agent，并分享三套实战协作协议

会议录音的目的已从给人听转为喂给 Agent，AI 摘要没人读，完整逐字稿才能保留分歧、犹豫和权衡等底层信息。作者分享三套协作协议：用唤醒词把会上判断变成 Agent 自动执行的命令流、对带时间戳的逐字稿做多角色切片、把口述会议稿直接塞给 Codex 当原型 PRD 改代码。

信息来源：X：阿易 AI Notes (@AYi_AInotes)

教程 / 实战普通2026-09-04 09:16

My Self-Improving Agent Still Couldn't Improve. That Was the Breakthrough.

Previously: 9 Bugs That All Looked Like a Working System · I Built an AI That Rewrites Its Own...

信息来源：DEV Community

教程 / 实战普通2026-09-04 09:07

What Building a Real App with AI Actually Cost: 36 Parts, Three Seasons, About $17

Three seasons, thirty-six parts, one clinic app — and a meter that ran the whole time. Every part of...

信息来源：DEV Community

教程 / 实战普通2026-09-04 05:58

TinyML on ESP32-S3: Person Detection Without Sending Anything to the Cloud

Local inference that actually runs. Your smart camera is not smart. It's a snitch with a monthly...

信息来源：DEV Community

教程 / 实战普通2026-09-04 05:20

OpenAI Rated Its Own Model 'Critical' for Cyber Risk. Gate Your Agent.

GPT-6 Astra is the first model OpenAI rates 'Critical' for cyber capability. What that label means, and the tool-permission gate your agent needs anyway.

信息来源：DEV Community · OpenAI / GPT

教程 / 实战普通2026-09-04 05:10

Subagents design @ zerostack

tldr Subagents architecture made of parallel read-only child agents with simple text...

信息来源：DEV Community

教程 / 实战普通2026-09-04 04:56

The AI Coding Workflow That Finally Stopped Making Me Repeat Myself

I use AI coding agents a lot. And for a while, one of the most annoying parts had nothing to do with...

信息来源：DEV Community

教程 / 实战普通2026-09-04 04:15

Ethan Mollick 用 GPT-6 花五天无干预构建个人知识库并每日两次生成简报

Ethan Mollick 让 GPT-6 阅读他数万封邮件、 writings 和日程，自主下载软件、制定策略，在五天不间断工作中无需干预地构建了数 GB 的个人 wiki，涵盖研究、联系人、想法和任务。现在该 AI 每天两次交叉核对新邮件并发送摘要简报。他提醒授权访问自己电脑存在风险需谨慎，试用期内 token 未收费，因此无法告知完整成本但可能相当可观，日常简报 token 消耗不大。

信息来源：X：Ethan Mollick (@emollick) · GPT

教程 / 实战普通2026-09-04 04:08

Is This Really Required? Meet gh stack

A tutorial for gh stack, and for the fact that it does not care whether the diff gets read by my lead or by an AI. Small diffs get reviewed better either way.

信息来源：DEV Community

教程 / 实战普通2026-09-04 03:55

Databricks 讲解如何构建高质量且可信的数据产品

Databricks 发布博客，介绍组织在迈向 AI 与数据驱动时，如何借助 Databricks 构建高质量且可信的数据产品。正文从企业在 AI 和数据驱动转型中需要交付数据产品这一需求展开。

信息来源：Databricks：Blog（RSS）

教程 / 实战普通2026-09-04 03:20

Cohere 调侃：模型是本地部署的，AI 宕机责任在你自己

Cohere 发推称其 AI 采用 on-prem（本地部署）方式，因此如果 AI 宕机，责任在用户自己。

信息来源：X：Cohere（@cohere）

教程 / 实战普通2026-09-04 03:13

AI Skills Are Not Just Prompts: A Practical Architecture for Building, Evaluating, Shipping, and Maintaining Agent Skills

The current generation of AI coding agents makes it surprisingly easy to create a "skill." Write a...

信息来源：DEV Community

教程 / 实战普通2026-09-04 02:44

I Compared 5 Open-Source LLM Gateways for Enterprise AI

Your AI stack works fine with one model. The moment you add a second provider, a fallback, a rate...

信息来源：DEV Community

教程 / 实战普通2026-09-04 02:11

Running a Local LLM on an Older Computer: A Simple Home Lab Guide

Table of Contents Why Run an AI Model at Home? What Is a Local LLM? What Kind of Computer...

信息来源：DEV Community

教程 / 实战普通2026-09-04 01:53

Everyone wants Rust's safety, nobody wants Rust

Refereeing the memory-safety retrofit argument from someone who ships framework code in both Rust and Go, and likes them for different reasons.

信息来源：DEV Community