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教程 / 实战普通2026-10-20 19:52

The 480 Outputs That Never Became Actions

What building MOSAIC taught me about trustworthy AI experiments, replay, and knowing what your...

信息来源：DEV Community

教程 / 实战普通2026-10-20 19:45

Taming the Swarm: The Iron Discipline of Multi-Agent Scheduling---Writing a COW Filesystem from Scratch，Part 7

I am the Swarm. The Queen roars; the Swarm howls. Claude's main agents talk to each other. If you...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-20 19:32

Qwen3.8-Flash-Next vs Claude Opus 5.5: Six-way benchmark on a real Rust feature

A controlled comparison of Qwen3.8-Flash-Next and Claude Opus 5.5 on one LlamaStash feature, across Claude Code and Pi, at medium and xhigh effort

信息来源：DEV Community · Qwen / Claude

教程 / 实战普通2026-10-20 19:30

AI Observability

AI Observability A deep-dive walkthrough of observing AI applications built on .NET —...

信息来源：DEV Community

教程 / 实战普通2026-10-20 19:00

AI Coding Tip 041 - Turn Every Review Finding Into a Rule

A human should never address the same issue twice. TL;DR: Turn every human review finding into a...

信息来源：DEV Community

教程 / 实战普通2026-10-20 18:54

用"第二使用者测试"检验学生项目：生成式 AI 时代如何证明理解

重庆 Force Academy 在 G7–G12 学生中推行"第二使用者测试"，把看似完成的项目交给另一名学生独立使用、核查或修改，以检验原作者之外的人能否看懂。

信息来源：O'Reilly Radar（热点 RSS）

教程 / 实战普通2026-10-20 18:54

APIC vs Photopea vs Pixlr vs Canva: The Ultimate Browser Photo Editor Showdown (11 Rounds, No Mercy)

Description: "11 rounds, 6 fighters: privacy, AI, colour science, price, formats and mobile. A...

信息来源：DEV Community

教程 / 实战普通2026-10-20 18:44

An Overview of Agent Substrate

A Kubernetes Pod is a useful unit of deployment. An agent session has a different lifetime: it may...

信息来源：DEV Community

教程 / 实战普通2026-10-20 18:41

Can you trust a green test written by AI? I measured it.

I've spent eleven years building test automation for enterprise systems. The whole job rests on one...

信息来源：DEV Community

教程 / 实战普通2026-10-20 18:35

OpenCode lost the keys that lived in its cloud. The ones on disk were fine.

A breach of OpenCode's online console exposed 1.4% of users' stored API keys — five-figure bills at 3am. The CLI users slept. The incident proved the architecture rule without needing the disputed motive.

信息来源：DEV Community

教程 / 实战普通2026-10-20 18:32

PausePoint: A Local Gemma Resume Capsule for Interrupted Developers

I lose time twice when I switch tasks: once when I stop, then again when I return and try to remember...

信息来源：DEV Community

教程 / 实战普通2026-10-20 18:17

SlothSort: I taught an open-source AI to clean my Downloads folder so I'd never have to 🦥

My Downloads folder is where files go to be forgotten. Installers from 2024. report-final(1).pdf...

信息来源：DEV Community

教程 / 实战普通2026-10-20 17:57

Log the Shape, Not the Payload

The leak you end up paying for is rarely the request body; it is the log line the request left...

信息来源：DEV Community

教程 / 实战普通2026-10-20 17:47

When an Agent Changes One Field, How Do We Know It Got It Right?

As I found myself spending more time in Agent conversations than on web pages when I opened my...

信息来源：DEV Community

教程 / 实战普通2026-10-20 17:29

The AI turned my song into country four times. Here's what actually fixed it.

I write songs and sing them. Last week a line landed in my lap that I wanted to build a track around:...

信息来源：DEV Community

教程 / 实战普通2026-10-20 17:19

Hoard: an AI that tidies the screenshots you were never going to tidy

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2026-10-20 17:09

A Free Prerequisite Graph of Everything Kids Learn: Exploring Marble's os-taxonomy

If you have ever tried to build anything in education tech, you have probably hit the same wall:...

信息来源：DEV Community

教程 / 实战普通2026-10-20 16:23

namake: I type three lazy words, a sloth-sized model writes the keigo

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2026-10-20 16:17

Making my personal website callable for AI agents with WebMCP

My agent-friendly website told browser agents it had no tools. I added WebMCP so they can search my posts, talks and events directly.

信息来源：DEV Community

教程 / 实战普通2026-10-20 16:11

What Happens When You Give a Classifier Some Game Sense?

An experiment in Rust exploring how traditional game AI can support Jev classification through action scoring and resource planning.

信息来源：DEV Community

教程 / 实战普通2026-10-20 16:11

I built a CLI that tells you which MCP servers your repo actually needs

Every week someone posts another "top 10 MCP servers for Claude Code" list. I kept installing things...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-20 16:09

Is Claude taking control of my development skills? I went looking for proof.

Last Tuesday I hit a bug. A React component was rendering stale data. Two years ago, I'd have known...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-20 16:04

The Hardest Part of Robotics AI Isn't the AI

Being a robotics and vision AI grad student at NAIST, I spend my days with a real robot arm, cameras,...

信息来源：DEV Community

教程 / 实战普通2026-10-20 16:01

Don't Tell Your Coding Agent 'Make It Faster.' Hand It a CPU Profile

'Make it faster' gets you guesses. Record a CPU profile with node --cpu-prof, condense it to a top-20 table, and give your agent numbers to beat.

信息来源：DEV Community

教程 / 实战普通2026-10-20 15:56

Claude Code doesn't need to search harder. It needs to see the code.

Every line number in the task notes was wrong. Not one or two. All of them. The code had moved since...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-20 15:46

My AI Agent Passed Every Test. The Feature Was Still Wrong.

There's a particular kind of bug that's more annoying than a failing test. The code runs. The tests...

信息来源：DEV Community

教程 / 实战普通2026-10-20 15:07

Neon ships to the API first, so build the feature yourself

Neon releases features to the API before anywhere else, which makes it perfect for agentic coding: your agent can build what the dashboard doesn't have yet. To prove it, I had Claude Code build a real hard spending cap (the one Neon only o…

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-20 15:05

Slow and Steady

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2026-10-20 14:55

Open Source Radar · 2026-10-20: The agent stack starts keeping its own books

Open Source Radar · 2026-10-20 · By Renchao Wu Each day I pick five projects that are rising on...

信息来源：DEV Community

教程 / 实战普通2026-10-20 14:49

Why Agent Memory Benchmarks Need More Than Retrieval Accuracy

The Hard Part of Agent Memory Isn’t Retrieval Most agent-memory systems are built around a...

信息来源：DEV Community

教程 / 实战普通2026-10-20 14:47

CV-Matching : le bon profil, preuves à l'appui (#HackAVP)

Ma contribution au #HackAVP, le hackathon de l'OPT-NC, de Station N et de la commission Data &...

信息来源：DEV Community

教程 / 实战普通2026-10-20 14:41

Build an offline visual defect search system with CLIP and VectorAI DB

This article was originally published on the Actian blog. In this tutorial, you'll build a search...

信息来源：DEV Community

教程 / 实战普通2026-10-20 14:34

SlothBrief Offline: I Talk for a Minute at Night, and My Morning List Refuses to Exceed Three Things

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2026-10-20 14:22

面壁智能解析前瞻专家调度 LES 如何让 35B MoE 在手机端侧实时无损运行

面壁智能 MiniCPM-V 团队介绍支撑 MiniCPM-V 4.7 端侧运行的前瞻专家调度（LES）技术，称首次实现 35B-A3B 规模 MoE 在端侧实时无损运行，iPhone 18 Pro Max 实测解码超 20 token/s。

信息来源：公众号：面壁智能（MiniCPM）

教程 / 实战普通2026-10-20 14:06

I instrumented 5 agent frameworks. Here's what they silently drop.

A while ago I replayed the Claude Code session that built the tool I'm writing about. 906 events. 245...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-20 14:02

8 Paths Your Coding Agent Should Never Edit, and the Deny Rule for Each

Lockfiles, applied migrations, CI workflows, vendor/, CODEOWNERS, changelogs, generated code and .env: the deny rule for each, plus a backstop.

信息来源：DEV Community

教程 / 实战普通2026-10-20 13:42

Why Calling a Patient at 9:30 PM Can Cost You a $1,500 Fine

According to Netwrix's 2026 research, 33% of healthcare companies that experienced a security...

信息来源：DEV Community

教程 / 实战普通2026-10-20 13:35

Somewhere, Coding Stopped Being Allowed to Be Fun

Somewhere in the last couple of years, a strange feeling crept in, and I don't think I'm the only one...

信息来源：DEV Community

教程 / 实战普通2026-10-20 13:28

What If a Small AI Model Could Speed Up a Big One Without Changing Its Answers?

Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...

信息来源：DEV Community

教程 / 实战普通2026-10-20 13:23

SlothMate: The Slow & Steady Open-Source AI Agent Harness That Rewards Pure Laziness

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

信息来源：DEV Community