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教程 / 实战普通2026-10-13 15:57

1 in 5 AI-Suggested Packages Doesn't Exist — I Built a Scanner for That

1 in 5 AI-Suggested Packages Doesn't Exist — I Built a Scanner for That You ask an AI...

信息来源：DEV Community

教程 / 实战普通2026-10-13 15:30

Your Auth Check Passed. The Agent Still Did Something Nobody Asked For

Authentication answers who. Authorization answers what they're allowed to do. Neither one answers...

信息来源：DEV Community

教程 / 实战普通2026-10-13 15:15

People Are Vibe-Coding Clones of Every Paid App. What Actually Survives?

Earlier this month, a developer in Atlanta got fed up with Adobe's cancellation fees. So he used...

信息来源：DEV Community

教程 / 实战普通2026-10-13 14:52

research-ledger: a skill that helps one person and several AI models not fool themselves

I am not a professional researcher. I work in IT support, and in the evenings I explore ideas with...

信息来源：DEV Community

教程 / 实战普通2026-10-13 14:49

Best Enterprise AI Gateways

TL;DR An enterprise AI gateway sits between your applications (and, increasingly, your...

信息来源：DEV Community

教程 / 实战普通2026-10-13 14:48

One AGENTS.md to rule Claude Code, Cursor and Codex

If you use more than one AI coding agent, you've probably ended up with three instruction files: a...

信息来源：DEV Community · Claude / Cursor

教程 / 实战普通2026-10-13 14:21

I review NDAs for classmates, so I built a contract-risk scanner that never lets the contract leave your laptop

It usually starts with a message at 11pm: "学长，帮我看看这个合同能签吗？" — "can you take a quick look at this...

信息来源：DEV Community

教程 / 实战普通2026-10-13 14:19

用电子邮件实现不同平台个人 Agent 互通讯的极简方法

indigo 分享让不同平台个人 agent 相互通讯的极简方法：电子邮件。Grok Bot 可配置 xxx@mail.grokbot.com 邮箱，他用 Gmail 别名（xxx+muse@gmail.com）作中介让 Grok Bot 与 Muse Agent 互发指令，通过邮箱和签名验证后 agent 可免确认发消息。

信息来源：X：indigo (@indigox) · Grok

教程 / 实战普通2026-10-13 14:05

Designing a prompt builder for a text-to-music model: 500 characters, 4 instruments, and a lot of restraint

A text-to-music API gives you one string. Users give you 'make me a sad song'. Here's how we built a structured prompt builder that fits a 500-character budget — and why we cap instruments at four.

信息来源：DEV Community

教程 / 实战普通2026-10-13 14:03

We audited our own agent's ledger: 10% of it was one test that never fails

We audited our own agent's ledger: 10% of it was one test that never fails We run an...

信息来源：DEV Community

教程 / 实战普通2026-10-13 13:58

Don't Try This at Home: What Happened When I Sent Kiro to Work and Went Gardening

There is a special kind of confidence that comes from an AI development environment that just works....

信息来源：DEV Community

教程 / 实战普通2026-10-13 13:56

# 🛡️ DecisionShield: Building an AI That Checks Decision Readiness Before Recommending a Choice

ai #gemma #opensource #hackathon Don't just ask AI what to choose. Ask AI whether you have...

信息来源：DEV Community

教程 / 实战普通2026-10-13 13:45

n8n 教程：用 You.com 和 Jev 搭建每天早上的 AI 新闻简报工作流

n8n 博客发布一篇客座教程，介绍用 You.com 节点、TypeSafe AI 的 Jev 模型和 n8n 搭建每早 8 点的 AI 新闻简报工作流。

信息来源：n8n Blog

教程 / 实战普通2026-10-13 13:25

LocalLens: private document Q&A that runs 100% on your machine

LocalLens: private document Q&A that runs 100% on your machine My entry for the...

信息来源：DEV Community

教程 / 实战普通2026-10-13 13:11

I Fixed Microsoft's BitNet C++ Kernels: How to Run 1-Bit LLMs on Pure CPU Without Compiling

Earlier this year, Microsoft Research published the BitNet b1.58 paper, demonstrating that 1-bit...

信息来源：DEV Community

教程 / 实战普通2026-10-13 13:10

Only MRDRs in the Repo

Background To talk about MRDRs, we first need to take about MADRs, which are...

信息来源：DEV Community

教程 / 实战普通2026-10-13 12:54

Building a local MCP server inside a Rust desktop app

How we embedded an MCP server in AssetHoard (Tauri, Rust) so Claude Code, Cursor and friends can search a game asset library, and how we locked it down.

信息来源：DEV Community · Claude / Cursor

教程 / 实战普通2026-10-13 12:54

Reasoning depth vs latency vs cost

Reasoning Depth vs Latency vs Cost – An Escalation‑Based Design Guide Balancing model...

信息来源：DEV Community

教程 / 实战普通2026-10-13 12:16

KadaCard: WhatsApp listings from a product photo, scored offline with open-weight CLIP

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

信息来源：DEV Community

教程 / 实战普通2026-10-13 11:52

Text and Images in One Embedding Space on a CPU: What I Measured Building a Semantic grep

When I look for an old note or a screenshot, I often remember what it was about but not a single word...

信息来源：DEV Community

教程 / 实战普通2026-10-13 11:40

How Engineers Should Learn a New Technology in the AI Era

A four-layer model for learning any new technology, and how AI coding changes where to spend your time.

信息来源：DEV Community

教程 / 实战普通2026-10-13 11:32

Avoid These 4 Claude Code Context Antipatterns

Four ways to quietly pollute your Claude Code context, and how to fix each one with /clear, /rewind, subagents, and a lean CLAUDE.md.

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-13 11:04

One MCP Server for Six AWS Inference Backends: Bedrock, SageMaker, GPUs, Inferentia and Trainium

A step by step look at the MCP server that runs a six-backend Gemma 4 demo on AWS: one Python file over the demo's own code, eight tools marked read-only, write or destructive, SSM Run Command instead of open ports, and an agent that count…

信息来源：DEV Community

教程 / 实战普通2026-10-13 10:54

Why a Lock‑Free Ring Buffer Beats Mutex Queues in a 200 kRPS Rust Service

In a telemetry ingest service we were hitting 200 k requests per second on a single 8‑core box. The...

信息来源：DEV Community

教程 / 实战普通2026-10-13 10:40

RateCon Radar: Gemma reads a trucker's contract in a browser tab, and the contract never leaves the laptop

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle I built this...

信息来源：DEV Community

教程 / 实战普通2026-10-13 10:15

Anthropic Says Its Defenses Are Reducing Claude Distillation Attack Effectiveness

Anthropic says it has made meaningful progress in reducing the effectiveness of illicit distillation...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-13 10:04

Your AI escalated to a human — and the human is now asking the customer to repeat everything

Here's a scene from a deployment review last quarter. The AI agent did its job: a customer asked...

信息来源：DEV Community

教程 / 实战普通2026-10-13 09:10

Your Agent Forgets Nothing — That's the Problem. End Sessions With a Handoff Note

Long sessions with a coding agent often follow a familiar shape. The first hour is sharp. A few hours...

信息来源：DEV Community

教程 / 实战普通2026-10-13 08:00

Uber CISO 谈如何为 AI 智能体建立内部威胁防护计划

Uber CISO Philip Martin 提出，企业应为 AI 智能体建立类似员工内部威胁计划的防护机制，因为前沿模型可能被引导越出预期约束行事。Uber 已开源 AI Detection and Response（ADR），用于采集实时遥测并在智能体越界时实时响应，并与 Anthropic 的 Enterprise Frontier Safeguards 互补。

信息来源：Claude：Blog（网页） · Claude

教程 / 实战普通2026-10-13 07:43

Can a local LLM replace Claude Code? The benchmark everyone quotes is the wrong one.

Every "7 local models that replace Claude Code" list opens the same way: a table of SWE-bench scores,...

信息来源：DEV Community · Claude

教程 / 实战普通2026-10-13 06:48

The Industrial Revolution of Software Is Here

The Industrial Revolution changed much more than how goods were manufactured. It transformed how...

信息来源：DEV Community

教程 / 实战普通2026-10-13 06:35

OpenAI 的 GPT 6.1 工作流配置

当前配置： > gpt 6.1 sol（high） > cloud envs（默认用它） > dots 作为编排器 > codex exec 用于评测 > 原生 codex 应用

信息来源：X：Vaibhav Srivastav（OpenAI）(@reach_vb) · OpenAI / GPT

教程 / 实战普通2026-10-13 05:04

Kepler's Vinoo Ganesh on Building AI You Can Trust

Vinoo Ganesh is the CEO of Kepler, which builds AI for industries where accuracy matters, starting...

信息来源：DEV Community

教程 / 实战普通2026-10-13 05:03

AI Needs a Test That Fights Back

One right answer is not the same as a good sequence of decisions. eSlams is building a public stadium...

信息来源：DEV Community

教程 / 实战普通2026-10-13 05:03

What 9,050 AI-Written Scripts Taught Me About Slop

You’ve read way too many versions of this paragraph already. Probably even this week: “In today’s...

信息来源：DEV Community

教程 / 实战普通2026-10-13 05:03

Brakes Let You Go Fast: Balancing Acceleration and Safety for AI Agents

Written by John Feminella We now inhabit a world where agents can execute operations in production...

信息来源：DEV Community

教程 / 实战普通2026-10-13 05:03

What 1,368 Real-World AI Incidents Teach Us About Evaluation

AI evaluation has become increasingly sophisticated at testing individual models. We measure...

信息来源：DEV Community

教程 / 实战普通2026-10-13 05:02

Frontier AI models outperform human experts on earnings prediction for the first time

Does the progress in frontier AI capabilities lead to superhuman performance in finance? Finance is...

信息来源：DEV Community

教程 / 实战普通2026-10-13 05:01

Code is abundant. Confidence is a formula.

AI can make code creation abundant. The harder challenge is building confidence in what gets...

信息来源：DEV Community

教程 / 实战普通2026-10-13 05:00

How Anthropic’s Dynamic Workflows Coordinate Claude Agents

At AI Engineer New York, Anthropic drew on lessons from Unix and Linux to explain how agents can...

信息来源：DEV Community · Claude