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教程 / 实战普通2026-10-22 10:21

Enterprise Software in 2026: From First Conversation to Production Ownership

A research-backed, end-to-end enterprise delivery playbook: negotiation, specifications, SLAs, AI agents, quality gates, metrics, and accountable ownership.

信息来源：DEV Community

教程 / 实战普通2026-10-22 10:10

You QA'd 12 AI conversations last month. Your AI had 3,400 conversations. Here's the sampling plan that actually finds problems.

The owner of a home-services franchise did the diligent thing: every Friday, she pulled two random AI...

信息来源：DEV Community

教程 / 实战普通2026-10-22 09:53

[Spanish] Entrenando un kantoku artificial — Capítulo 1: por qué no usé una red neuronal

Primero, ¿qué es el gateball? El gateball es un deporte de equipo que nació en Japón en...

信息来源：DEV Community

教程 / 实战普通2026-10-22 09:34

How a 270M-parameter model on your phone turns a dictated note into contacts

Circles is a birthday reminder built around people’s circles: a friend, their partner, their kids,...

信息来源：DEV Community

教程 / 实战普通2026-10-22 09:13

邵猛计划本地部署 Ming-3.0-tts 做阅读与配音助手

邵猛打算本地试跑 0.5B 的 Ming-3.0-tts 声音合成与克隆模型，看中其体积小可本地运行。他正为儿子的学习做 AI 辅助，继开源打字游戏后，计划做书籍阅读助手（支持全篇通读、停顿或指定区域提示）和视频德语配音，结合 ASR 与多模态视频理解做音画同步。他立 Flag 一周后投入日常学习并开源。

信息来源：X：邵猛 (@shao__meng)

教程 / 实战普通2026-10-22 08:41

Gemini 4 Argon vs GPT-6 Astra vs Claude Opus 5.5: What Google’s New Model Actually Wins

Every frontier launch now arrives with a table where the new model wins. Gemini 4 Argon is more...

信息来源：DEV Community · GPT / Claude / Gemini

教程 / 实战普通2026-10-22 08:30

Doze: teach it once. Let the AI sleep.

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2026-10-22 08:03

A Map, Not a Megadump: Sentinel-IR-MCP 0.2.0 Adds TypeScript, 0.2.1 Makes Missing Analysis Visible

When an AI agent opens a codebase, should it read every file first, or should it get a compact map...

信息来源：DEV Community

教程 / 实战普通2026-10-22 08:03

How to Prevent AI Agents from Accidentally Injecting GPL Violations into Commercial Codebases: A LicenseGuard MCP Server

How to Prevent AI Agents from Accidentally Injecting GPL Violations into Commercial...

信息来源：DEV Community

教程 / 实战普通2026-10-22 08:02

SlothTidy: A Zero-Friction, 100% Local AI File Daemon That Organizes Your Downloads While You Rest 🦥

Stop dragging PDFs and screenshots out of ~/Downloads. SlothTidy uses small open-weight models via Ollama and llama.cpp to automatically classify, rename, and organize your files 100% offline.

信息来源：DEV Community · Llama / Ollama

教程 / 实战精选2026-10-22 08:00

Anthropic 指南：何时把子智能体合并进主 Agent 循环

Anthropic Applied AI 团队发布指南，讲解何时把 orchestrator 下的路由器、规划器和领域子智能体合并进单个主 Agent 循环。文中对比显示，带 skills 的单智能体在质量上常优于一提示全包和子智能体设计，且成本和延迟更低，一家客户改用单循环后运行时间约快 2x。

信息来源：Claude：Blog（网页） · Claude

教程 / 实战普通2026-10-22 08:00

Cerebras 如何用 59 片 WSE-3T 晶圆部署 3T 参数 Kimi K3

Cerebras 详解如何把约 3T 参数的 Kimi K3 拆分到多片 WSE-3T 晶圆上运行，实现 1000-2000+ tokens/s 的多万亿参数模型推理。

信息来源：Cerebras：Blog（网页） · Kimi

教程 / 实战普通2026-10-22 07:31

My Video Editor Now Writes Audio Description for Your Videos

A while ago I wrote about Ultra Video Editor, the free, open-source video editor I've been building....

信息来源：DEV Community

教程 / 实战普通2026-10-22 07:26

Ithaka Gave You the Journey: AI-Assisted Development

A three-year reflection on AI-assisted development, from early ChatGPT experiments to the specification-driven discipline behind DevSpark.

信息来源：DEV Community · ChatGPT

教程 / 实战普通2026-10-22 07:24

Gemma 4 checks my Pix receipts while I sleep: 12 of 12 verdicts right, even when it misreads

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

信息来源：DEV Community

教程 / 实战普通2026-10-22 07:07

I'm 16 and spent a year training my own 780B language model. Here's what I learned

Hi, I'm Afonso. I'm 16, and for about the past year I've been building Ganymede, my own large...

信息来源：DEV Community

教程 / 实战普通2026-10-22 06:58

There Are Two Dockerfiles. Your Agent Should Touch Neither.

Flisk's local image is not the image you ship. A coding agent that "fixes" either file is editing the wrong source of truth.

信息来源：DEV Community

教程 / 实战普通2026-10-22 06:34

I tuned an OCR pipeline for weeks. A vision model beat it in nine seconds.

I spent weeks tuning a local OCR pipeline. Downscaling, adaptive thresholding, per-word confidence...

信息来源：DEV Community

教程 / 实战普通2026-10-22 06:27

What interactive video world models actually do on one GPU (and a tool to check)

Interactive video "world models" are having a moment — Matrix-Game, HY-World, and others generate...

信息来源：DEV Community

教程 / 实战普通2026-10-22 06:08

LazyReader - a TL;DR machine that runs entirely in your browser (no servers, no keys, no excuses)

Disclosure: this project and post were created with AI assistance - the code was written by an AI...

信息来源：DEV Community

教程 / 实战普通2026-10-22 05:48

DuckDB 2.0's agent mode is a footer, and -json throws it away

The first time I ran DuckDB 2.0 today, it printed one line before my query: duckdb agent mode on:...

信息来源：DEV Community

教程 / 实战普通2026-10-22 05:36

SkillSentry — The Laziest Way to Keep Your AI Agent's Skills Honest

This is a submission for the Hacktoberfest Week 3 DEV Challenge Prize Categories: Best Use of...

信息来源：DEV Community

教程 / 实战普通2026-10-22 05:13

I Fixed WebGPU on Linux. Then Forgot How I Did It.

I spent a ridiculous amount of time trying to get WebGPU working properly on my Linux machine. I...

信息来源：DEV Community

教程 / 实战普通2026-10-22 04:57

GAI: Let AI Generate Your Git Commit Messages Locally

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2026-10-22 04:33

Your AI agent runs with all your permissions. I built a cage for each tool call, in Rust

A subagent got a simple task: read a project's docs and say how to run it. It read docs/readme.txt,...

信息来源：DEV Community

教程 / 实战普通2026-10-22 04:20

Why We Built a Self-Improving AI Coding Runtime Using Only Python's Standard Library (Zero Dependencies)

Runesmith is an open-source runtime that wraps whatever AI model you have (a free Gemini or Groq key,...

信息来源：DEV Community · Gemini

教程 / 实战普通2026-10-22 04:15

Google Clarifies Search and AI Visibility Controls for Website Owners

Google has updated its guidance for website owners on controlling how content appears in Google...

信息来源：DEV Community

教程 / 实战普通2026-10-22 04:05

How to Get Historical Stock Prices via Search API

Day 21 of 30 Days of Search. TL;DR To get historical stock prices with Valyu Search API,...

信息来源：DEV Community

教程 / 实战普通2026-10-22 04:02

39 screenshots and not one useful name, so a local Gemma names them for me

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2026-10-22 03:50

Who Watches the Watchers? I Built a Tamper-Evident Seal for Agent Guardrails

Today OpenAI disclosed something that should make every agent builder uncomfortable: its own AI...

信息来源：DEV Community · OpenAI

教程 / 实战普通2026-10-22 03:44

I built a Claude Code skill that de-slops AI-generated web design

You know the look. You ask any AI to "make me a landing page" and you get: giant rounded cards,...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-22 03:43

I built a human approval gate my coding agents can't click themselves

My coding agents kept doing the same thing: printing "please click Allow" into a terminal nobody was...

信息来源：DEV Community

教程 / 实战普通2026-10-22 03:42

AI Made Coding Cheaper. So Why Is Building Software Still So Expensive?

I can generate a full authentication flow with a database schema, API routes, and unit tests in under...

信息来源：DEV Community

教程 / 实战普通2026-10-22 03:33

OpenClaw 用户构建方式对比

你在终端里构建 OpenClaw 用户在时间线里构建我们不一样看 Roboclaw 和 @vincent_koc 在这里构建： https://team.openclaw.ai/chat/roboclaw/x-2112983910850363434-baseten-decision-models-e70fd350 这是 Roboclaw 创建的 PR：https://github.com/openclaw/openclaw/pull/179819

信息来源：X：OpenClaw (@openclaw)

教程 / 实战普通2026-10-22 03:14

🛑 Why I Refuse to Give AI Root Access: Meet LazyLoop AI for Paranoid, Lazy Developers 🦥

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2026-10-22 03:05

Teaching a 35B voice model to speak Turkish on one 16 GB card

Fish Audio's Drama 3 is a 35 billion parameter mixture of experts model that turns text into speech...

信息来源：DEV Community

教程 / 实战普通2026-10-22 03:00

The Controller That Runs Your AI Data Center Had Hard-Coded Credentials

TL;DR On September 22, 2026, NVIDIA disclosed CVE-2026-65113, a hard-coded-credentials...

信息来源：DEV Community · NVIDIA

教程 / 实战普通2026-10-22 02:56

Multi-tier model routing on GKE: balancing Gemini 4 Argon reasoning depth with latency and cost

Build a high-throughput model routing gateway on GKE to dynamically route requests between Gemini 4 Argon, Gemini 3.8 Flash, and local Gemma 4 models.

信息来源：DEV Community · Gemini

教程 / 实战普通2026-10-22 02:55

Reviewing AI-generated PRs: the 10-minute checklist

AI-generated PRs have a tell: they're too clean. Perfect formatting, thorough comments, confident...

信息来源：DEV Community

教程 / 实战普通2026-10-22 02:45

Codex Website Assessment Skill Hints at Faster Issue Triage for Developers

A Codex-oriented skill appears to point developers toward a more repeatable way to assess whether a...

信息来源：DEV Community