AI圈报AI 教程与实战
收录 AI 工具教程、提示词、安装部署、配置指南、开发实战与可复现步骤。
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教程 / 实战普通
New York Times Sues Brave Over Alleged Scraping, Paywall Bypasses and AI Content Use
The New York Times has sued Brave Software, alleging that the browser and search company copied Times...
信息来源：DEV Community
教程 / 实战普通
Freeing AI from the Terminal: How We Built SwitchWarRoom to Turn Coding Agents into SRE Teammates in Slack
Submitted for the Flip the Switch Hackathon by WeMakeDevs & DevTools Academy (Powered by Switch...
信息来源：DEV Community
教程 / 实战普通
We built our own inference engine and put it up against vLLM and SGLang on four models and three kinds of GPU.
357 seconds. That's how long the median request waited for its first token when we ran GLM-5.3 on...
信息来源：DEV Community · GLM
教程 / 实战普通
Google, Bing and OpenAI Move Toward Shared AI Training Controls in robots.txt
Google, Microsoft and OpenAI have signaled support for a shared way for websites to express...
信息来源：DEV Community · OpenAI
教程 / 实战普通
The Correct Timestamp Was in My Agent's Prompt. It Still Said We Were Talking.
At 05:57 Eastern on November 6 my agent ran a scheduled self-audit. The audit handed it the correct...
信息来源：DEV Community
教程 / 实战普通
UK CMA Requires Google to Separate AI Search Click Metrics for Publishers
The UK Competition and Markets Authority (CMA) has required Google to give publishers more detailed...
信息来源：DEV Community
教程 / 实战普通
SMX Next 2026 Signals a Cross-Platform Shift in GEO for 2027
SMX Next 2026 is putting a clear strategic question in front of search marketers: how should organic...
信息来源：DEV Community
教程 / 实战普通
Ubuntu Core Desktop Is Coming in 27.04 - And It Kills sudo apt (But Maybe That Is the Point?)
I can't believe I'm saying this, but Ubuntu might be about to change for good. Not a new wallpaper...
信息来源：DEV Community
教程 / 实战普通
ChatGPT Ads Generated Less Revenue Per Visit Than Google Search, Study Finds
A working paper examining ChatGPT’s international advertising rollout suggests that paid traffic from...
信息来源：DEV Community · ChatGPT
教程 / 实战普通
I probed 791 x402 sellers. 306 answer 200 on a path they call paid.
791 sellers advertise paid x402 endpoints. I called every route once and graded what came back. Here...
信息来源：DEV Community
教程 / 实战普通
Decoder 访谈：Alex Stamos 谈 AI 如何颠覆网络安全并进入「黑暗时代」
The Verge Decoder 节目访谈 Cognition 安全负责人 Alex Stamos，他认为 AI 驱动的攻击正在颠覆传统网络安全行业，行业将先进入一段「黑暗时代」。
信息来源：The Verge：AI（RSS）
教程 / 实战普通
I Let Three AI Agents Run an Incident. The Most Useful Thing They Did Was Refuse Me.
Building a human-gated incident team on Switch, with Claude Code agents working in Mattermost and...
信息来源：DEV Community · Claude
教程 / 实战普通
Your AI agent isn’t stuck because it’s dumb. It’s stuck because it has amnesia.
Imagine being on call at 3 AM. An alert fires. A service is down, and logs are filling up with...
信息来源：DEV Community
教程 / 实战普通
One app to chat with Claude Code, Codex and OpenClaw on Windows, and what broke getting there
If you run Claude Code, Codex and OpenClaw on a Windows PC and want one app to chat with all of them,...
信息来源：DEV Community · Claude
教程 / 实战普通
An agent told me it deployed. I asked the server, and the containers were a day old
The message said: deployed, edge clean, no 5xx. Both of those things were true. The commit was on...
信息来源：DEV Community
教程 / 实战普通
I read 40 sources on spotting AI writing, code and images. Here's the prompt I made from them
I kept getting drafts back from ChatGPT and Claude with the same habits. "It's not just a tool, it's...
信息来源：DEV Community · ChatGPT / Claude
教程 / 实战普通
Google Reaffirms Technical SEO as a Foundation for AI Search
Google is again drawing a clear line between preparing for AI-driven discovery and chasing isolated...
信息来源：DEV Community
教程 / 实战普通
GPT Image 2.5 or Nano Banana 2.1? Cost per usable image
Answer: Nano Banana 2.1 is cheaper for iteration — 3 credits at 1K, 4 at 2K, 5 at 4K. GPT Image 2.5...
信息来源：DEV Community · GPT
教程 / 实战普通
AI Overviews overlap with top 10 organic results dropped from 76% to 17% in 18 months
In mid-2024, 76% of pages cited by Google AI Overviews also ranked in Google's organic top 10 for the...
信息来源：DEV Community
教程 / 实战普通
I Built the Missing Guardrails Package for Dart
I shipped a Flutter app to production last year with an LLM chatbot baked in. Two weeks later a user...
信息来源：DEV Community
教程 / 实战普通
The Junior Developer Comeback: Seniors will struggle to get a job?
Right now, juniors are struggling. Whether you're trying to become a developer, a designer, or a...
信息来源：DEV Community
教程 / 实战普通
How to Master AWS for AI?
Ciao Amici 👋 Every hiking trail in the Alps has a map at the trailhead. A good one shows you the...
信息来源：DEV Community
教程 / 实战普通
How I Contributed 5 Integrations to Switch During the Flip the Switch Hackathon
Open source has always been one of my favorite ways to learn software engineering. You get to work...
信息来源：DEV Community
教程 / 实战普通
I hired an engineering team for my startup. None of them are people.
A PM, a builder, a tester and a reviewer research what users want and ship it test-first into a real finance app, inside Slack, through Switch. Here's how it works, what they caught, and how to run it yourself.
信息来源：DEV Community
教程 / 实战普通
Exhale: A Breathing Guide That Reads Your Breath While Claude Code Works
This is a submission for the Presage SmartSpectra SDK Challenge. You hand Claude Code a task. It...
信息来源：DEV Community · Claude
教程 / 实战普通
You Don’t Know If Your AGENTS.md Helps. You Just Keep Adding Rules.
TL;DR. You wrote the rules, talked through the plan and went to bed. In the morning you find that...
信息来源：DEV Community
教程 / 实战普通
Building Warrant: Every Agent-Made Change, Traced to the Human Who Said Yes
How we built Warrant for the Flip the Switch Hackathon 2026—a deterministic scope gatekeeper and hash-linked authorization ledger for autonomous coding agents.
信息来源：DEV Community
教程 / 实战普通
You tried git-lrc. Meet LiveReview 👀
Hello, I'm Maneshwar, and I'm building LiveReview — a blast-radius aware AI code review built for...
信息来源：DEV Community
教程 / 实战普通
Your AI Agent's Memory Is Not Its Source of Truth: The Hidden Risk of Stale Context
Subtitle: Why long-running AI agents make incorrect decisions even when their reasoning is sound, and...
信息来源：DEV Community
教程 / 实战普通
I Built a Travel Agent That Plans With You and Travels Along Virtually
A family group chat is a surprisingly difficult place to put an AI agent. One person wants to visit...
信息来源：DEV Community
教程 / 实战普通
Building ExeGuard AI: How I Used Switch to Create a Collaborative AI Security Investigation Team
Building ExeGuard AI: How I Used Switch to Create a Collaborative AI Security Investigation...
信息来源：DEV Community
教程 / 实战普通
I Built a Support-to-Engineering Pipeline with 3 AI Agents and 2 Human Approvals on Switch
Every software company loses days at the same hand-off. A customer writes "I think I was...
信息来源：DEV Community
教程 / 实战普通
My coding agent said all 4 tests pass. It hadn't run them.
You ask a coding agent to fix a bug. It edits the file and replies "fixed, all tests pass"....
信息来源：DEV Community
教程 / 实战普通
Securing and managing access for Azure Storage
Azure Storage offers highly available, massively scalable, and durable storage for a variety of...
信息来源：DEV Community
教程 / 实战普通
Record Your Coding Agent's Session With asciinema, Then Replay Where It Went Wrong
Your agent's terminal scrolls faster than you read. Record it with asciinema, replay at 4x, stop on markers, grep the text, and keep the .cast local.
信息来源：DEV Community
教程 / 实战普通
Before You Run That AI-Generated Bash Script, Read This
The assistant writes a Bash script in twelve seconds. The script has comments, a progress message...
信息来源：DEV Community
教程 / 实战普通
🎮 NeonGauge: Let a Tiny Pixel Buddy Watch Your Claude Limits For You 🎮⚡
⚡🎮 NeonGauge: Let a Tiny Pixel Buddy Watch Your Claude Limits For You 🎮⚡ Ever been deep in a...
信息来源：DEV Community · Claude
教程 / 实战普通
I built a WhatsApp voice message translator with Expo, Whisper and Google TTS (as a solo dev)
Voice notes are everywhere on WhatsApp, but they're a nightmare when they're in a language you...
信息来源：DEV Community
教程 / 实战普通
Why My Hindsight Agent Stores What Failed, Not Just What Worked
The most useful thing my on-call agent has ever told me was three words long: don't restart it. It...
信息来源：DEV Community
教程 / 实战普通
The Matrix Blue-Pill Syndrome
What if an artificial intelligence, while trying to protect us from danger, unintentionally helped...
信息来源：DEV Community