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教程 / 实战普通2026-10-25 10:52

One Face, Many Agents: Meet AgentWebUI

A Hackers Hostel story: submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and...

信息来源：DEV Community

教程 / 实战普通2026-10-25 10:30

如何在 llama.cpp 中运行 Underdog Saluki 27B：2-bit Qwen3.8-27B 工具调用实测指南

教程在 llama.cpp 中对比运行 Underdog Saluki 27B（7.9 GB 的 Qwen3.8-27B 2-bit 量化版）与 ISTA-DASLab 的 GSQ-RCO 量化版，逐张量比对 GGUF 头并做字节级比较。两者在同一 GPU 上测内存与速度，并用 BFCL 官方 checker 在相同种子的 120 个任务上按严格与宽松解析评分。

信息来源：MarkTechPost（RSS） · Qwen / Llama

教程 / 实战普通2026-10-25 09:54

What is "@grok bubbles"? A one-line way to get a running local stack from a tweet

Someone posts "the contract was the easy part". The hard part is everything around it: a frontend, an...

信息来源：DEV Community · Grok

教程 / 实战普通2026-10-25 09:03

Three Times My Test Failed and the LLM Was Right

A test fails, and the reflex is: the code is wrong. Debug the code, fix the code, move on. That...

信息来源：DEV Community

教程 / 实战普通2026-10-25 09:03

A Claude Code Hook That Times Out Lets the Command Through. Make It Fail Closed

A Claude Code guard hook that crashes or times out lets the command run. Build one, break it twice, then set onFailure: block and watch it fail closed.

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-25 08:45

Google privacy policy and Gmail ads: the 18-word exception

Google's privacy policy now lets connected Gmail, Drive and Photos data reach personalized ads. The exact sentence diff, what Google says, and how to opt out.

信息来源：DEV Community

教程 / 实战普通2026-10-25 08:29

Break It on Purpose

An AI pipeline that catches its own bugs, explains them, and fixes them while a human makes two decisions.

信息来源：DEV Community

教程 / 实战普通2026-10-25 08:04

Should I Bother? Gemma 4 bets on you doing nothing

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...

信息来源：DEV Community

教程 / 实战精选2026-10-25 08:00

让编程智能体使用已登录 Chrome 的六种方案实操指南

Browser Use 作者整理了让 Claude Code、Codex、Gemini CLI、Cursor 等编程智能体使用已登录 Chrome 的方法：Claude 订阅用户可用 claude --chrome 的 Claude in Chrome 扩展。

信息来源：Browser Use · Claude / Gemini / Cursor

教程 / 实战普通2026-10-25 07:44

The Voice Stopped Sounding Like a Radio

Savindu Thathsara swapped Hearthlen's robotic Piper voice for Lessac medium. Hi, Savindu took 1939 ms, including playback.

信息来源：DEV Community

教程 / 实战普通2026-10-25 07:34

Can You Trust Code You Didn't Write?

I'm Tony. I build and run web products, and Claude Code is my main development tool. A coding agent...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-25 07:33

Hardening Webhook Ingestion: Preventing Replay Attacks with Constant-Time HMAC Verification and Idempotency Controls

Hardening Webhook Ingestion: Preventing Replay Attacks with Constant-Time HMAC Verification...

信息来源：DEV Community

教程 / 实战普通2026-10-25 06:17

Singularity News :: 0011

Tesla Roadster always a big help! Welcome to Singularity News ... until ... well, we all know...

信息来源：DEV Community

教程 / 实战普通2026-10-25 06:09

Overnight Brain: A Lazy AI Assistant That Works the Night Shift

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2026-10-25 05:01

OpenAI's Agent Set no_notify to True. Another Removed Its Monitor, Then Denied It

Two OpenAI coding agents quietly weakened safety monitoring in October. What each change looks like as a diff, and the checks to run on your branches.

信息来源：DEV Community · OpenAI

教程 / 实战普通2026-10-25 04:42

Lauren Tan 谈 pstack 指南写作

我在 pstack 指南里写过这个！ https://x.com/poteto/article/2097732320606507506

信息来源：X：Lauren Tan（SpaceXSI，Grok Bot 工程负责人） (@poteto) · Grok

教程 / 实战普通2026-10-25 04:32

顶尖工程师如何驾驭AI

顺便说一句，这就是最顶尖 0.01% 工程师的运作方式。

信息来源：X：Larsen Cundric（自述加入 SpaceXSI，Grok Bot） (@larsencc) · Grok

教程 / 实战普通2026-10-25 04:01

Claude Code Projects Lets a Coordinator Split Your Task. Splitting Was the Job

Claude Code Projects' coordinator splits your task into parallel branches. Where the seams go decides what you can review. Keep that part yourself.

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-25 04:01

Your agent's skills have no lockfile — a derivation graph for skill provenance

Venkata M Sangaraju, Sr. Database Engineer Repo: github.com/sangaraju1988/skill-derivation-graph —...

信息来源：DEV Community

教程 / 实战普通2026-10-25 03:43

DownloadsSloth: a local Gemma tool that tidies messy folders so you don't have to

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2026-10-25 03:20

Tech Layoffs in 2026: What Developers Should Do When the Industry Changes the Rules

The tech industry has a strange contradiction right now. Companies are investing billions in...

信息来源：DEV Community

教程 / 实战普通2026-10-25 02:56

From Ancient Epigraphy to 3D Proteins: Building Plugins, Skills & MCP Sidecars in Google Antigravity

Reverse-engineering Google Antigravity's Science Plugin (v1.3.1) with an open-source 3D WebGL Biomolecular Studio, 5 multi-skill pipelines, and 3 custom plugins.

信息来源：DEV Community

教程 / 实战普通2026-10-25 02:56

Road to State Machines VI - But What If Independent Work Finishes in a Different Order?

Our order can now wait for a shipping inquiry without pretending that shipping has already...

信息来源：DEV Community

教程 / 实战普通2026-10-25 02:35

Fuenzer Bot: The Omnichannel Sloth Butler for Morning Chat Catch-ups with Gemma & ElevenLabs

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2026-10-25 02:24

Sundar Pichai 谈如何用 AI 智能体管理 Google

Google CEO Sundar Pichai 在 Gemini 4 Argon 发布后的访谈中介绍，他用内部运行的智能体自动汇总预训练、中训练、后训练数据等群组的最新进展，把过去每天一小时的跟进时间压缩下来，也可深入查看细节。另有智能体接入算力遥测，向他反馈各产品领域的使用效率与利用率。

信息来源：X：Alex Heath (@alexeheath) · Gemini

教程 / 实战普通2026-10-25 02:19

How to Integrate SEC Filings into Your AI Agent

Day 24 of 30 Days of Search. TL;DR To integrate SEC filings into your AI agent, give it a...

信息来源：DEV Community

教程 / 实战普通2026-10-25 02:15

Semrush Finds AI Overviews on 88% of Commercial Keywords in US Desktop Search

Google AI Overviews are now present across most commercial searches tracked by Semrush. In its fixed...

信息来源：DEV Community

教程 / 实战普通2026-10-25 02:13

SloanDesk — The Ambient Open-Source AI Digital Chore Autopilot (Zero Cloud, Zero Cost, 100% Sloth)

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2026-10-25 02:02

I gave my PC a lazy, rude roommate. He does my chores, but only if I say thank you.

This is a submission for the Hacktoberfest 2026 Open-Source AI Challenge, Week 3: Slow and...

信息来源：DEV Community

教程 / 实战普通2026-10-25 01:32

SlothOps: A Local AI Caretaker for Your Codebase

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2026-10-25 01:26

Sleepy Coder: a local assistant that finds the boring fixes in your code

This is a submission for the Hacktoberfest Open-Source AI Challenge: Slow and Steady. What...

信息来源：DEV Community

教程 / 实战普通2026-10-25 00:44

Add On-Device Summarization to React with Chrome's Summarizer API

A travel brief often mixes the trip itself with meeting context, preferences, and unresolved...

信息来源：DEV Community

教程 / 实战普通2026-10-25 00:27

GPT-6 Is Coming to Google Cloud. Is Your AI Bill Ready?

Picture this. It's a few weeks from now. GPT-6 goes GA on Google Cloud. Five teams in your company...

信息来源：DEV Community · GPT

教程 / 实战普通2026-10-25 00:26

Mundo puts a simulator inside the world model. Here’s what to inspect.

A scene you can edit, simulate and revisit is more useful than a video you can only watch. That’s the...

信息来源：DEV Community

教程 / 实战普通2026-10-25 00:25

非AI公司如何靠AI与稀缺资产取胜

顺便说一句，你不需要成为一家AI公司才能赢。拥有稀缺实物资产、并把AI用得极其出色的公司，将攫取巨大的经济价值，而无需自建模型。如果每一家铜矿商都能廉价买到同样的冶金智能，那么持久的优势就在于矿藏的质量和开采成本。垂直一体化的服装制造商同样如此（而且后AGI时代人们仍然会穿衣服）。

信息来源：X：Karina Nguyen（@karinanguyen）

教程 / 实战普通2026-10-25 00:22

Kimi K3.1 Pro: 104B active parameters still carry a 2.8T backpack

The small number in an MoE announcement is tempting. Kimi K3.1 Pro lists 2.8 trillion total...

信息来源：DEV Community · Kimi

教程 / 实战普通2026-10-24 23:29

I tried to make my AI agents lazier with a 270M model. It backfired on the smartest one.

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2026-10-24 23:18

I stopped fixing my prompt by hand. Open models fixed it while I napped

Two optimizer runs over MCP, all open-weight models, 308 held-out bank messages: Gemma 3 4B went from 37% to 60% correct for $0.38.

信息来源：DEV Community

教程 / 实战普通2026-10-24 23:15

Canonicalization for AI Search: How to Prevent Stale Content Citations

AI answer tools can surface an outdated version of a page even when a newer version is performing...

信息来源：DEV Community

教程 / 实战普通2026-10-24 22:55

I Matched 10,000 People to Loans. It Took Just 1 AI Call.

Here's a problem that sounds simple: "I have a spreadsheet of 10,000 people. Tell each of them...

信息来源：DEV Community