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教程 / 实战普通2026-10-10 17:02

FieldQuest: Your Neighbourhood Is More Interesting Than Your Feed

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2026-10-10 16:58

Less Screen, More Green: Meet EcoTrace AI

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

信息来源：DEV Community

教程 / 实战普通2026-10-10 16:38

Grow a Song: my run wrote its own soundtrack, with Gemma running on my phone

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2026-10-10 15:43

WildQuest: Offline Nature Quests with On-Device Qwen AI

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

信息来源：DEV Community · Qwen

教程 / 实战普通2026-10-10 15:16

200 agents, 2,011,438 tool calls: who's paying for your AI?

A team I worked with shipped 200 internal agents last quarter. The monthly bill landed at 2,011,438...

信息来源：DEV Community

教程 / 实战普通2026-10-10 15:00

Google's mythbusting guide says stop obsessing over Schema. The data agrees.

When Google published its official guide on optimizing for generative AI features in Search in May...

信息来源：DEV Community

教程 / 实战普通2026-10-10 14:58

Beyond Leaderboard Illusions: Benchmarking Multi-Turn Agentic Feedback Loops in Autonomous Software Engineering with TFD-Bench

Beyond Leaderboard Illusions: Benchmarking Multi-Turn Agentic Feedback Loops in Autonomous...

信息来源：DEV Community

教程 / 实战普通2026-10-10 14:46

WildProof: Go Outside With a Question, Come Back With Evidence

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2026-10-10 14:44

Grass Bingo: a daily nature card your phone checks offline, with an open-weight model

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2026-10-10 14:37

What a Multimodal AI Workspace Actually Looks Like When It's Built Right

Here's the shape of a normal hour of AI-assisted work right now. You're in a chat tool, and it gives...

信息来源：DEV Community

教程 / 实战普通2026-10-10 14:23

Your AI Dashboard Is Green. Your Delivery Isn't.

A diagnostic companion to DORA and DX metrics for SDMs and Directors Faros AI looked at...

信息来源：DEV Community

教程 / 实战普通2026-10-10 14:21

I let an agent run unattended overnight. At 3am it emailed 400 customers the wrong thing.

I found out at 9am what my software did at 3am. That's the whole story of unattended automation in...

信息来源：DEV Community

教程 / 实战普通2026-10-10 13:53

I let 10 AI models grade their own homework. Only 2 went easy on themselves.

This is a submission for the Kaggle Benchmarking Challenge Gemini 3.8 Flash solved a counting...

信息来源：DEV Community · Gemini

教程 / 实战普通2026-10-10 13:44

A Folder That Contains Nothing Is a Lie

Folders make you decide where something belongs before you know where you'll need it. I made that bet in a side project and it broke the whole point of it.

信息来源：DEV Community

教程 / 实战普通2026-10-10 13:39

SketchWild: Draw Outside,Look Closer

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2026-10-10 13:33

I Built WanderWise: A Local-First AI Planner That Wants You to Close the Screen

A privacy-first outdoor activity planner that uses browser-local AI to turn intent, time, energy, company, and weather into one practical plan.

信息来源：DEV Community

教程 / 实战普通2026-10-10 13:28

Evidence-Driven Development: Give Your Coding Agent Something to Prove

Build a tiny task list, break it on purpose, and leave behind evidence another developer can reproduce.

信息来源：DEV Community

教程 / 实战普通2026-10-10 13:27

Why 90% of Coding Isn’t Syntax

If you’ve spent any time on tech Twitter, LinkedIn or scrolling through the DEV Community lately,...

信息来源：DEV Community

教程 / 实战普通2026-10-10 13:16

Giving AI Agents a Memory of Your Crisp Inbox

Giving AI Agents a Memory of Your Crisp Inbox AI agents forget everything. Every LLM call starts...

信息来源：DEV Community

教程 / 实战普通2026-10-10 12:25

WildLens: an offline field notebook that tells you what you just found 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2026-10-10 12:08

I picked the skill with more stars. Its repo had 46 skills tied for first place.

I picked the skill with more stars. Its repo had 46 skills tied for first place. Tuesday...

信息来源：DEV Community

教程 / 实战普通2026-10-10 11:59

Visual Grounding for AI Agents: Set-of-Mark Prompting and Reliable UI Clicks

Ask a frontier vision model for the pixel coordinates of a "Submit" button in a 1920x1080 screenshot...

信息来源：DEV Community

教程 / 实战普通2026-10-10 11:40

Silence isn't a status code

A comment I wrote this week looked posted. The button lit. My text sat in the box. An ack came back....

信息来源：DEV Community

教程 / 实战普通2026-10-10 11:01

Meowfolio: I Built an AI Scrapbook for the Cats You Meet 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2026-10-10 11:00

Kling 4.0 实战测评：韩国创作者测试人物表演、多图转场与风格转换

韩国视觉创作者서오키（@oasis.seo.ai）对 Kling 4.0 进行了三组实测，覆盖人物表演与角色稳定性、三张图片连续转场、实拍与卡通反复切换。她认为 Kling 4.0 能自然衔接视线、表情和手势，多图连接时原图风格与氛围基本保留，实拍与卡通切换过程无明显割裂，降低了反复生成和后期修补的成本。

信息来源：公众号：可灵AI（快手·视频）

教程 / 实战普通2026-10-10 10:53

Audited on a skill means 30 regexes. It is not a guarantee

It is 11:37 on a Tuesday night, and you are two tabs deep into a decision you should not be making...

信息来源：DEV Community

教程 / 实战普通2026-10-10 10:18

I ported my coding-agent benchmark to Kaggle, and the first bugs I found were mine

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked I maintain...

信息来源：DEV Community

教程 / 实战普通2026-10-10 10:16

My coding agents don't need a project management tool. They need markdown files.

My coding agents used to read their tasks from a hosted tracker. They never needed one. They needed a...

信息来源：DEV Community

教程 / 实战普通2026-10-10 10:11

From T-Shirt Sizes to Token Quotes?

I'll start with my position, because the rest of the article depends on it. I'm against estimation....

信息来源：DEV Community

教程 / 实战普通2026-10-10 10:01

Agent Graph Engineering, Part 0: I Needed This Before It Had a Name

TL;DR Building a chatbot is easy. Building an AI system you can trace, test, and change without fear...

信息来源：DEV Community

教程 / 实战普通2026-10-10 09:56

The Agent Finished the Job. The Benchmark Gave It Zero.

An agent submits a support ticket. The business system creates it, but the connection breaks before...

信息来源：DEV Community

教程 / 实战普通2026-10-10 09:54

I Taught Local AI to Help Me Notice the World.

Your World Is More Interesting Than Your Feed. This is a submission for the Hacktoberfest...

信息来源：DEV Community

教程 / 实战普通2026-10-10 09:53

Release Pin: Ship the Model, Prompt, and Tools as One Version

Agents drift when the model alias updates, a prompt gets edited in a dashboard, or a tool schema changes underneath them. Ship all of it as one versioned manifest.

信息来源：DEV Community

教程 / 实战普通2026-10-10 09:15

Surviving the 200k-Token Lobotomy: How Unix init.d and 'Memento' Made My AI Coding Agent Immune to Context Compaction

Why host auto-compaction silently lobotomizes long-running AI coding sessions, and how 1983 SysV init.d runlevel files, Memento tattoos, and fork/wait subagents let our orchestrator survive two 230k-token compactions mid-ticket with zero l…

信息来源：DEV Community

教程 / 实战普通2026-10-10 09:08

I made my Claude Code sessions watchable in 30 seconds

My Claude Code and Codex sessions often run 30 to 60 minutes, and there's no good way to show someone...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-10 08:43

One Design Review Skill for Claude Code, Codex, and agy

I put design direction and review for blog pages, app UI and Shorts into one skill that Claude Code, Codex and agy load from the same directory on my machine. The checks prove installation and explicit invocation on synthetic cases, not de…

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-10 08:32

卡兹克用5天为公司搭建AI化企业中台

自媒体作者卡兹克花5天对公司进行AI化改造，核心是用Claude等工具制作品牌VI、设计组件和PPT模板，并自建一个以Agent操作为原生、以飞书数据为基建的企业中台。

信息来源：公众号：数字生命卡兹克 · Claude

教程 / 实战普通2026-10-10 08:30

Anthropic Commits to Regular Model Behavior Reports Beyond System Cards

Anthropic has committed to publishing regular reports on what it learns about model behavior and...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-10 08:28

The Epistemology of Quality

How do we know code is correct, and what role does human code review play in knowing it?

信息来源：DEV Community

教程 / 实战普通2026-10-10 08:01

The NUMMI Blueprint for AI: Why Code Velocity Needs the Andon Cord

I first heard about NUMMI years ago on an episode of This American Life. Toyota took over one of...

信息来源：DEV Community