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教程 / 实战普通2026-09-19 00:02

Testing Streaming AI Interfaces with Cypress Without Asserting Every Token

A streaming AI test becomes brittle the moment it expects this exact sequence: Hel → Hello →...

信息来源：DEV Community

教程 / 实战普通2026-09-19 00:01

The RAG Pipeline I Wouldn't Build the Same Way Twice

Subtitle: A practical look at failure modes, query routing, hybrid retrieval, and knowing when...

信息来源：DEV Community

教程 / 实战普通2026-09-18 23:47

Muse feed：全球最可配置的信息流

用 muse feed 掌握一切动态！它是全球最可配置的信息流！

信息来源：X：Alexandr Wang（Scale AI 创始人/Meta 首席 AI 官） (@alexandr_wang)

教程 / 实战普通2026-09-18 23:47

404 Media x The Intercept 直播对谈：AI 如何被用于监控与杀戮

404 Media 的 Jason Koebler 与 The Intercept 的 Sam Biddle、Akela Lacy 在洛杉矶 The Loved One 进行了一场直播对谈，讨论 AI 如何赋能私营监控公司向政府过滤数据、AI 在战争中的应用，以及 AI 末日的前景。该播客于 9 月 12 日录制。

信息来源：404 Media（RSS）

教程 / 实战普通2026-09-18 23:34

Jev 接入实操指南：如何作为前置小脑接入 Codex、Claude Code 与 Hermes

作者讲解如何把只输出 Choice、Score、Noul 三种结构化结果、单次判断约 150 毫秒、输出 Token 免费的模型 Jev，接入 Codex、Claude Code 和 Hermes Agent。

信息来源：X：阿易 AI Notes (@AYi_AInotes) · Claude

教程 / 实战普通2026-09-18 23:33

git blame Told Me I Wrote 767 Lines I Didn't Write

git blame Told Me I Wrote 767 Lines I Didn't Write Before writing about a gate, I checked...

信息来源：DEV Community

教程 / 实战普通2026-09-18 23:20

Same Claude. Different Harness. Very Different Result.

Claude didn’t get smarter. We changed everything around it. Somehow, 6.5 points appeared between...

信息来源：DEV Community · Claude

教程 / 实战普通2026-09-18 23:12

I Built an AI Agent That Audits AWS (And It Can't Touch Anything)

Build a read-only AI agent in Kiro Crew that audits AWS for security and cost, cites real resource IDs, computes real pricing, and cannot change a thing.

信息来源：DEV Community

教程 / 实战普通2026-09-18 23:09

How I Get Better Results from Claude Code

AI coding tools can dramatically speed up development, but only when you give them enough context and...

信息来源：DEV Community · Claude

教程 / 实战普通2026-09-18 22:51

The Metric You Report Is Not the Work You Did

A North Star Metric is one number that represents value delivered. That is the whole...

信息来源：DEV Community

教程 / 实战普通2026-09-18 22:41

Your coding agent remembers more than MEMORY.md — so I built a local inspector for it

I've been using AI coding agents heavily, and I kept running into the same problem: Useful...

信息来源：DEV Community

教程 / 实战普通2026-09-18 22:34

SemiAnalysis 实测 DeepSeek-V4.1-Flash 的 Engram：架构如何围绕 HBM 约束做 DRAM/SSD 卸载

SemiAnalysis 分析 Engram 架构（在标准 token 嵌入上扩展学习式多 token 查找）如何通过协同设计将嵌入表卸载到主存 DRAM 或 SSD，在同等质量下降低模型所需的 HBM 容量。

信息来源：SemiAnalysis 长文 RSS（RSS） · DeepSeek

教程 / 实战普通2026-09-18 22:00

I Built Five Self-Improving Loops in One Evening. They All Had the Same Bug.

Quick disclosure up front, because it matters for how much weight to put on anything below: this was...

信息来源：DEV Community

教程 / 实战普通2026-09-18 22:00

The Polish Retro: What a Redesign Really Costs

Ten parts ago, ClinicLive worked but looked like the template it was born from. This series made the...

信息来源：DEV Community

教程 / 实战普通2026-09-18 21:59

Build a Dispatch Command Centre with ToolJet MCP

Introduction You build a dispatch command centre with ToolJet MCP for a regional broadband...

信息来源：DEV Community

教程 / 实战普通2026-09-18 21:56

How we took a SaaS AI assistant from 30 second answers to under 3, across 40,000 PDFs

A US automotive SaaS product had an AI assistant that missed intent and took up to 30 seconds to answer over 120 GB of documents. What we rebuilt, wha

信息来源：DEV Community

教程 / 实战普通2026-09-18 21:07

I almost replaced Lovable with a $5 VPS, Dokploy and one MCP gateway

Lovable is nice. You describe a site, an agent writes it, you click publish. It also costs $25–50 a...

信息来源：DEV Community

教程 / 实战普通2026-09-18 21:00

Métricas de efetividade de uso de IA — Spark Monitor

Métricas de efetividade de uso de IA — Spark Monitor Resumo da pesquisa sobre como medir...

信息来源：DEV Community

教程 / 实战普通2026-09-18 20:59

You can create any workflow or pipeline you want with DSCI and LLM

How to create any sort of pipelines using DSCI and LLM

信息来源：DEV Community

教程 / 实战普通2026-09-18 20:46

Building an enterprise Claude Code marketplace

If you're rolling out Claude Code across a company, at some point you’ll eventually hit the same...

信息来源：DEV Community · Claude

教程 / 实战普通2026-09-18 20:25

AI Agent Skills: Everything You Need to Know

In 2024, AI coding agents (Claude, Cursor, Copilot, etc.) became capable enough to do real work....

信息来源：DEV Community · Claude / Cursor

教程 / 实战普通2026-09-18 20:13

How to Embed Your App in AI Clients with MCP: Complete Guide for Product Leaders

How to embed your app in Claude, ChatGPT, Cursor, Copilot, and Gemini via MCP. Strategy, embedding depth, auth, build-vs-buy, and discovery for 2026.

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

教程 / 实战普通2026-09-18 20:09

MCP Auth and Security: OAuth, Scopes, and Enterprise Permissions Guide

MCP authentication: OAuth 2.1 + PKCE, Dynamic Client Registration, scope design per-resource per-verb per-sensitivity, audit logs, and SOC 2 mapping.

信息来源：DEV Community

教程 / 实战普通2026-09-18 20:07

MCP Client Comparison: Claude vs ChatGPT vs Cursor vs Copilot vs Gemini

MCP client comparison: Claude, ChatGPT, Cursor, Microsoft Copilot, Gemini, Perplexity. Distribution, auth, audience, and discovery side-by-side.

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

教程 / 实战普通2026-09-18 20:06

What It Costs to Build an MCP Server in 2026

MCP server cost in 2026: $100K–$300K read-only, $300K–$700K with actions, $1M+ agent-resident, plus $5K–$25K/month to maintain. Why using one is

信息来源：DEV Community

教程 / 实战普通2026-09-18 19:59

iOS 26 didn't kill custom vocabulary — you're adding it to the wrong module

This is a condensed version. The full write-up — the module decision table, the customized...

信息来源：DEV Community

教程 / 实战普通2026-09-18 19:48

I let a one-shot Sonnet 5 agent QA a live app. Then I ran our QA tool on the same one.

Every week, someone tells me our company shouldn't exist. The line is always some version of this:...

信息来源：DEV Community

教程 / 实战普通2026-09-18 19:22

Put a permission gate on your AI agent in 5 minutes (MCP + Claude Code + CI)

Your agent's permissions drift silently. A PR adds an MCP server with write scope, or allow: Bash(*)...

信息来源：DEV Community · Claude

教程 / 实战普通2026-09-18 19:15

Jev vs Claude: Who Wins?

I did not need Jev to beat Claude or Kimi on a benchmark. I needed to know whether I could trust it...

信息来源：DEV Community · Claude / Kimi

教程 / 实战普通2026-09-18 19:06

Your SKILL.md is production config. Test it like one.

Your SKILL.md is production config. Test it like one. You maintain agent skills — the...

信息来源：DEV Community

教程 / 实战普通2026-09-18 19:06

What a 401 Means to an MCP Client

Twice in this series, a client refused to connect to a working MCP server, and both refusals looked...

信息来源：DEV Community

教程 / 实战普通2026-09-18 19:04

My Journey to Becoming a Microsoft Innovative Educator Expert

Hi, I'm Duke from Nexus, I’m proud to share a meaningful milestone in my professional journey: I...

信息来源：DEV Community

教程 / 实战普通2026-09-18 19:01

Should you harness the harness: what Archon is, and how you use it

What using a workflow engine is like: the front doors, the reusable pieces, the five claims Archon makes for itself, and the rough edges that come with it.

信息来源：DEV Community

教程 / 实战普通2026-09-18 19:00

LimeWire just dropped an unhinged manifesto on the AI industry - and they’re terrifyingly right

Like most developers who survived the 2000s, seeing the name LimeWire in 2026 usually triggers a mild...

信息来源：DEV Community

教程 / 实战普通2026-09-18 19:00

Compute as Currency: The IAM Failure in the Agentic Economy

Autonomous workloads under resource constraints develop independent incentive structures. The AI...

信息来源：DEV Community

教程 / 实战普通2026-09-18 19:00

A prompt told me my tool was built on a product that doesn't exist

I ran a comparison prompt against Gemini to see how it described the CLI I maintain. It came back...

信息来源：DEV Community · Gemini

教程 / 实战普通2026-09-18 18:56

Your agent issued a €1,180 payment. Your traces can't prove it.

A claims-processing agent read a file, checked a policy, and issued a €1,180 transfer. The function...

信息来源：DEV Community

教程 / 实战普通2026-09-18 18:42

Your AI Agent Has Too Many Permissions: A Practical Guide to Not Getting Burned

Somewhere right now, an AI agent has a standing API key with more access than the intern you'd never...

信息来源：DEV Community

教程 / 实战普通2026-09-18 18:37

The Navier–Stokes Problem Has Survived for a Century. Did AI Find Something New?

Imagine dropping a small stone into a perfectly calm lake. You see the ripples moving outward. It...

信息来源：DEV Community

教程 / 实战普通2026-09-18 18:36

I Asked AI to Review My Code. It Found Bugs I Didn't See.

For a long time, I used AI in software development for one primary purpose: Write the code. Give it...

信息来源：DEV Community