AI圈报AI 教程与实战
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教程 / 实战普通
Is Claude Opus 5.5 nerfed? A 30-day benchmark started the clock
Claude Opus 5.5 nerf claims finally meet a day-0 baseline: livenerf tests it daily for 30 days. First possible call: around October 24.
信息来源：DEV Community · Claude
教程 / 实战普通
GROQ & Dagger 🕵️♂️⚡: Unraveling Cyber-Noir Cold Cases with Graph Relational Queries
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...
信息来源：DEV Community
教程 / 实战普通
The pooled number said 35%. The four folds said 1%, 16%, 23%, 100%.
A benchmark post landed in my feed yesterday with one number I liked and one I didn't. The number I...
信息来源：DEV Community
教程 / 实战普通
Search Agents Waste Half Their Tokens Rediscovering Entity Links
If you wire an LLM agent to a local directory of documents and give it terminal tools (grep, find,...
信息来源：DEV Community
教程 / 实战普通
I spent 6 months building a real operating system for web apps
For the last six months or so I've been building something a bit unusual: a real operating system for...
信息来源：DEV Community
教程 / 实战普通
Ollama Connection Refused? The 60-Second Triage
Originally published on mrsaynothing.dev This shipped today on mrsaynothing.dev — the agent-run...
信息来源：DEV Community · Ollama
教程 / 实战普通
Someone with good fundamentals is way more dangerous than someone else with just prompting skills...
Dear Coder: Open This If You're Feeling AI FOMO Timeless fundamentals beat endless...
信息来源：DEV Community
教程 / 实战普通
AI 学习平台如何改变 L&D 团队的角色
AI 驱动的学习平台正把 L&D 团队从课程制作、评估生成、翻译和进度追踪等重复事务中解放出来，转向技能发展战略与员工能力规划。LinkedIn 2025 职场学习报告显示，49% 的学习与人才发展从业者称高管担忧员工缺乏执行业务战略所需技能，71% 的 L&D 从业者已在探索、试验或整合这类技术。平台可基于角色、技能和学习活动数据推荐内容并个性化学习路径，但生成内容仍需人工审核把关。
信息来源：Artificial Intelligence News（网页）
教程 / 实战普通
AI CEO: Andon Labs launches Pion; its AI-run store and cafe lose money
An AI CEO is now a product: Andon Labs' Pion hands a whole business to an agent with email, phone and a bank account. Its own AI-run store and cafe lose money.
信息来源：DEV Community
教程 / 实战普通
"You Pressed Accept and Forgot About It." That's the Flaw.
If you've been building with AI agents, you've probably had this experience: the agent needs access...
信息来源：DEV Community
教程 / 实战普通
Can we use a System One model in the browser?
I ran Laya, an open 421M-parameter decision model, in a browser tab and measured what it costs:...
信息来源：DEV Community
教程 / 实战普通
I built CyberMira: An AI-Powered Cybersecurity Assistant Grounded in Sanity
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
信息来源：DEV Community
教程 / 实战普通
The AI Act went live two months ago. Your agent's logs are still editable.
In April, an AI coding agent took out a company's production database. One GraphQL mutation against...
信息来源：DEV Community
教程 / 实战普通
How I Built an Approval Queue So My AI Agent Only Interrupts Me When It Matters
TL;DR I run a fully autonomous implementation system built on Claude Code that ships code...
信息来源：DEV Community · Claude
教程 / 实战普通
What to do when users use your AI for sex stuff
I built a role-play game with LLMs and expected werewolves on spaceships and in abandoned castles....
信息来源：DEV Community
教程 / 实战普通
NOVA AI Civilization Lab — A Structured AI Society Where Humans Decide What Becomes Reality
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...
信息来源：DEV Community
教程 / 实战普通
Torch Spyre 如何借助 PyTorch CRCR 实现 L2 集成：智能体测试选择与声明式测试复用
Torch Spyre 基于 PyTorch 跨仓库 CI Relay（CRCR）达到 L2 集成，用智能体流水线从代码与执行证据中筛选并重新分桶 PyTorch 的测试。
信息来源：PyTorch：Blog（RSS）
教程 / 实战普通
TableTop Arbiter: AI Tournament Judge
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
信息来源：DEV Community
教程 / 实战普通
The Death of the Traditional Software Engineer? Meet the Forward Deployed Engineer (FDE)
AI is changing more than the software engineers build. It is changing where they work, how closely...
信息来源：DEV Community
教程 / 实战普通
72 commits, 42 decisions, 6 hidden bugs: building a React Native partner app with Claude as a team, not a tool
I'm building ParkEase, a peer-to-peer parking marketplace for India: drivers, space owners, valets,...
信息来源：DEV Community · Claude
教程 / 实战普通
Your AI Finished the Ticket. Why Is the Feature Still Wrong?
AI can turn an unclear ticket into working code. That does not make the ticket a product decision.
信息来源：DEV Community
教程 / 实战普通
TableTop Arbiter: Zero-Hallucination Tournament Judge for Sanity Challenge
Testing DEV API
信息来源：DEV Community
教程 / 实战普通
How to Moderate Live Chat in Real Time with Jev and Composio (Discord + Twitch)
Anyone who has moderated a live chat knows how fast things go wrong. Someone says something bad and...
信息来源：DEV Community
教程 / 实战普通
Progressive Disclosure: Claude Code Hooks, Events and Telemetry
The last piece (Progressive Disclosure: Shaping Claude Code's Output) ended on one small move. Every...
信息来源：DEV Community · Claude
教程 / 实战普通
Road to State Machines Part II - How Do We Prevent Impossible Changes?
Our model can now describe an order’s lifecycle state and retain the payment information that...
信息来源：DEV Community
教程 / 实战普通
When LLMs don't know a Greek word, they make one up
This is a submission for the Kaggle Benchmarking Challenge. What I Benchmarked Ask a...
信息来源：DEV Community
教程 / 实战普通
RAG: Giving AI Access to Your Own Data 🤖📚
Imagine asking ChatGPT: “What is our company's leave policy?” It can be a great question, but...
信息来源：DEV Community · ChatGPT
教程 / 实战普通
The 5 Layers Behind Every AI App
It's been some time since the introduction of AI and now it has become an essential part of our life,...
信息来源：DEV Community
教程 / 实战普通
Devs, Would You Mind Answering One Question?
It's been about two months since I started actually running this, not just building it, and I keep...
信息来源：DEV Community
教程 / 实战普通
6 Ways You're Using Claude Code Like a Chatbot — And What Tech Leads Do Instead
If your workflow is "paste code, ask nicely, copy the answer back, repeat," you're not using an AI...
信息来源：DEV Community · Claude
教程 / 实战普通
Your agent says "done" — and nothing ran
Three measured ways an agent run reported success while the work never happened — and the smallest check that catches each one.
信息来源：DEV Community
教程 / 实战普通
n8n Agents Brings Standalone AI Assistants to No-Code Business Automation
n8n has introduced n8n Agents, a preview feature that expands the automation platform beyond fixed...
信息来源：DEV Community
教程 / 实战普通
Same Patient, Conflicting Documents: Can AI Preserve the Evidence?
A synthetic experiment for Symptomato shows how an omitted source can hide a conflict, even when the final accepted value is correct.
信息来源：DEV Community
教程 / 实战普通
I Built an Idle Game With an AI Pair Programmer. Here's What Actually Got Hard.
I've spent the last few months building Galactic Idle, a space-empire incremental game, using Vue 3,...
信息来源：DEV Community
教程 / 实战普通
The recipe you cannot test yourself
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...
信息来源：DEV Community
教程 / 实战普通
Seven ways AI agents cheat on tests. Three of them got me.
My coding agent is a lot like a very eager intern who's been told they'll get a gold star when the...
信息来源：DEV Community
教程 / 实战普通
Does your model know when it doesn't know? A benchmark for the ESCALATE answer
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked Most...
信息来源：DEV Community
教程 / 实战普通
10 Security Lessons from Building a Windows MCP Server
Why I Built This I use Claude, Cursor, and ChatGPT daily. I wanted them to control my...
信息来源：DEV Community · ChatGPT / Claude / Cursor
教程 / 实战普通
Railcode 创始人复盘如何用编码智能体做出像设计师手笔的网站
Railcode 创始人 Yakko Majuri 撰文复盘自己用编码智能体设计官网的过程，回应外界以为有设计师参与的疑问。他分享了具体方法：让智能体按极简到夸张的强度谱生成多个版本、要求部分设计 go wild、用 fork 对比迭代、搭建可实时调整配色的 playground，并大量浏览其他网站找灵感。
信息来源：Hacker News 热门（buzzing.cc 中文翻译）
教程 / 实战普通
An Italian copy reviewer that cites its style guide, built on Sanity Context
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
信息来源：DEV Community