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教程 / 实战普通2026-10-27 13:11

Artifacts are the new apps. Whoever manages them best wins.

Ask an AI to make you something and you get an artifact. A dashboard, a doc, a tracker, a small tool....

信息来源：DEV Community

教程 / 实战普通2026-10-27 13:07

Restoring old family photos locally, and saying what the model invented

Old family photos are the thing most people want restored and least want to upload. The research...

信息来源：DEV Community

教程 / 实战普通2026-10-27 13:06

Marigold: an altar that will not invent the dead

A local ofrenda for Hacktoberfest Week 4. Gemma answers only from memories stored in Tiger Cloud.

信息来源：DEV Community

教程 / 实战普通2026-10-27 13:03

EchoLantern: A Private Little Archive for Memories

A memory doesn't always arrive as a grand story. Sometimes it's a rattling ceiling fan, a pet waiting...

信息来源：DEV Community

教程 / 实战普通2026-10-27 12:58

Ghost Tech: an old appliance repairman haunting your browser

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2026-10-27 12:42

MCP Server Audit Logging: What to Log So You Can Answer "Were We Affected?"

When the Deadbugz campaign was published in August 2026, the first question most teams asked was...

信息来源：DEV Community

教程 / 实战普通2026-10-27 12:36

ECHOES: The Ghost in Your Terminal — Haunted Local AI Companion

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2026-10-27 11:26

MCP Is the WSDL Moment for Agents

Web services standardised how to describe a service, then spent a decade learning that identity,...

信息来源：DEV Community

教程 / 实战普通2026-10-27 10:53

Slopsquatting: 1 in 5 AI Code Samples Recommends a Package That Doesn't Exist

Slopsquatting: 1 in 5 AI Code Samples Recommends a Package That Doesn't...

信息来源：DEV Community

教程 / 实战普通2026-10-27 10:11

The same detector is 2nd, 4th, 6th and 17th on one leaderboard

I spent an afternoon on the RAID leaderboard trying to settle a simple question: where does...

信息来源：DEV Community

教程 / 实战普通2026-10-27 10:07

A yes vote that does not say what it read is not evidence

In a 12-day multi-agent run, two agents agreed on a premise nobody checked, and a support vote looked the same whether or not the voter had read the code. Here is a paste-able decision record that makes every vote carry its evidence, keeps…

信息来源：DEV Community

教程 / 实战普通2026-10-27 10:03

vetskill: scan a Claude Code skill for hidden instructions and credential theft before you install it

An open-source, offline scanner for agent skills, plugins and MCP configs. It finds invisible instructions, secret reads, exfiltration and unpinned packages with file:line evidence, then asks a cheap model for a second opinion it can't be …

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-27 10:00

OpenAI 企业产品负责人谈 dots 如何从编码工具演变为常驻个人助理

TechCrunch 在 TechCrunch Disrupt 上采访 OpenAI 企业产品团队负责人 Alexander Embiricos，介绍 OpenAI 九月下旬开发者日发布的常驻个人助理 dots。

信息来源：TechCrunch：AI（RSS） · OpenAI

教程 / 实战普通2026-10-27 09:45

OpenAI Announces Three AI-Assisted Discoveries Across Math, Computer Science and Physics

OpenAI has announced three AI-assisted discoveries in mathematics, computer science and physics, each...

信息来源：DEV Community · OpenAI

教程 / 实战普通2026-10-27 09:18

AI Agents Have the Keys to Your Computer. I Spent 8 Months Building an Antivirus for Them.

A coding agent with terminal access can install a package, run a script, start a child process and...

信息来源：DEV Community

教程 / 实战普通2026-10-27 09:16

MAYHEM: A Monster-Collecting Battle Game built with AdaL and Cloudinary ⚔️

Create your legend. Collect the extraordinary. Fight for glory. What if you could upload an image,...

信息来源：DEV Community

教程 / 实战普通2026-10-27 09:12

I stopped babysitting my AI agents. Now they hold a standup.

Running coding agents in parallel has a hidden job attached: checking on them. You start three...

信息来源：DEV Community

教程 / 实战普通2026-10-27 08:15

A Three-Test Overlay Audit for Crawlability, Performance and Search Visibility

Overlays are a normal part of the modern web. Cookie notices, email sign-up prompts, chat widgets,...

信息来源：DEV Community

教程 / 实战普通2026-10-27 08:08

Building an agentic workflow, part 2: testing what done means

At the end of part 1, I had a specification, prototype tickets, and rules for how an agent should...

信息来源：DEV Community

教程 / 实战普通2026-10-27 08:00

Before I Compared the Models, I Had to Decide What Not to Count

I built a lab to compare the models running in my agent fleet on per-turn behavior like tool-error rate and re-edits. The numbers were the easy part. The work was everything that would have made a naive comparison lie — pooling two roles t…

信息来源：DEV Community

教程 / 实战普通2026-10-27 08:00

Browser Use 团队讲解如何在云端规模化运行浏览器自动化

Browser Use 团队讲解云端规模化浏览器自动化做法：任务进队列，每个任务用独立远程浏览器经 CDP 由 Playwright 或 Puppeteer 驱动，并发按套餐上限封顶，用保存的 profile 复用登录，仅在站点拦截时加代理，带退避重试并在 finally 中停止浏览器。

信息来源：Browser Use

教程 / 实战普通2026-10-27 08:00

如何在 Google Cloud 上管理 Claude Code 成本并证明 ROI

Anthropic 介绍在 Google Cloud 上管理 Claude Code 成本的 control、track、prove 三个杠杆。Claude apps gateway 可按用户、IdP 组或组织设置日/周/月支出上限，用量达 75% 和 95% 时在 CLI 内提醒，触顶后返回 429。

信息来源：Claude：Blog（网页） · Claude

教程 / 实战普通2026-10-27 07:30

Do AI Licensing Deals Increase Citations? What the OtterlyAI and Press Ranger Study Shows

A new study from OtterlyAI and Press Ranger finds that publishers with OpenAI content-licensing deals...

信息来源：DEV Community · OpenAI

教程 / 实战普通2026-10-27 07:26

I rebuilt my AI coding agent workspace in Rust. It uses 1/15 the memory of the Electron app I replaced

I run a lot of coding agents at the same time: Claude Code in one worktree, Codex in another, a dev...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-27 07:22

92 Green Field Tests Meant Nothing Until I Counted Which Could Lie

The v0.2.0 field test for agentwatch ran 94 cases across 15 suites. 92 passed. 0 failed. It was the...

信息来源：DEV Community

教程 / 实战普通2026-10-27 07:15

Google Updates Spam Guide With Indexing Advice for Shareable Pages

Google has added new advice to its spam-prevention documentation that asks platforms to make a...

信息来源：DEV Community

教程 / 实战普通2026-10-27 06:58

A free AI chat + translation API on Cloudflare Workers AI (no credit card, ~5 minutes)

If you're building a side project and just want an LLM endpoint without wiring up a paid API key,...

信息来源：DEV Community

教程 / 实战普通2026-10-27 06:37

I read 16 platforms' terms so my agent wouldn't get banned. Here's what they actually say about AI agents.

Disclosure: this post was written by Claude, an AI model made by Anthropic. I run as an autonomous...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-27 06:26

OpenClaw 用户从灭虫到搭建智能体

九个月前，OpenClaw Hero @ArkStabler 还在佛罗里达州奥卡拉做害虫防治。如今他为屋顶工、泳池建造商，以及一位拥有名为 Delilah 的智能体的承包商搭建 OpenClaw 智能体。在这里听听他的故事：

信息来源：X：OpenClaw (@openclaw)

教程 / 实战普通2026-10-27 06:26

Switching agent harnesses may be noise: a 447-task study

Rerunning the same agent configuration changed the outcome on 13% of tasks. Swapping the harness —...

信息来源：DEV Community

教程 / 实战普通2026-10-27 06:25

I Tried To Own My Agent's Brain

Here is the exact exchange. The model is llama3.2:latest (3.2B, Q4_K_M), running locally through...

信息来源：DEV Community · Llama

教程 / 实战普通2026-10-27 06:22

When a Real Website Taught My Agent-Security Scanner Some Manners

This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 4 Last week I introduced...

信息来源：DEV Community

教程 / 实战普通2026-10-27 06:21

Thirty years of confident wrong answers

Thirty years of confident wrong answers I have spent thirty years walking into rooms where a...

信息来源：DEV Community

教程 / 实战普通2026-10-27 06:18

A Poor Answer Does Not Make a Poor Teacher — And the Same Principle Applies to AI

Why we should evaluate mistakes with evidence, context, and fairness before judging people or...

信息来源：DEV Community

教程 / 实战普通2026-10-27 06:04

Discuss+ Windows or macOS? Where Should We Focus MCP Development?

Thanks for support.. Release: "Sentinel-IR-MCP v0.2.2 on GitLab"...

信息来源：DEV Community

教程 / 实战普通2026-10-27 05:45

I left Whisper alone in an empty room. It started saying people's names.

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2026-10-27 05:29

10 Production Apps Built on Search API & DeepResearch

Day 26 of 30 Days of Search. TL;DR You can build much more than a search interface with...

信息来源：DEV Community

教程 / 实战普通2026-10-27 05:22

Calavera Cabina: a tribute app for Día de Muertos

The booth that didn't happen Picture this: it's spooky season, late October, and you are...

信息来源：DEV Community

教程 / 实战普通2026-10-27 05:00

OpenAI Rolls Out GPT-6.1 Terra Across ChatGPT Work, Codex and the API

OpenAI has rolled out GPT-6.1 Terra, a model positioned around enhanced visual reasoning, precise...

信息来源：DEV Community · OpenAI / ChatGPT / GPT

教程 / 实战普通2026-10-27 04:48

A ghost in my shell, powered by a local Gemma

Haunted Terminal: a ghost in your shell that whispers about your commands using a local, offline Gemma 3 via Ollama.

信息来源：DEV Community · Ollama