AI 教程与实战

I've had this argument three times this month. Once with a client who wanted to skip hiring a junior...

AI governance has already become one of the most important parts of running AI in production. As...

85.7% of AGENTS.md files prohibit things, only 13.6% record a gotcha. The measured base rates across 558 files, the two slots nobody fills, and a 5-minute check for your own file.

The principles that keep an agentic workflow honest: where run state lives, what makes a gate a real check, and who gets to decide when a build loop stops.

Update — v0.3.1 released. CauterRule is now live on GitHub and PyPI. It turns repeated agent...

I built StacksNG for the Africa Deep Tech Challenge 2026: an offline coding assistant grounded in the...

The Unboring Truth About Boring Tech Or: How Startups Accidentally Build Research...

558 AGENTS.md files, labeled against 9 categories and measured on held-out samples: 85.7% ban something, 13.6% write down a gotcha — and a third of those aren't gotchas.

腾讯元宝邀请多位家长分享使用 AI 精讲辅导孩子作业的经验，涵盖从二年级到初三的不同家庭。元宝 AI 精讲支持拍照或提问知识点，像板书一样逐步展开解题过程，可随时打断追问，并弹出互动测验检验理解。元宝教育产品经理祁老师提出 AI 辅导应遵循"先想、再问、会讲、能变"四步，产品设计强调克制，不代替思考、不接管学习主导权。

A problem every hackathon builder who is vibe coding has: a lot of times, the demo works; you built...

I spent two hours staring at a terminal that said nothing useful. The agent had "succeeded." Status:...

An agent harness is everything around the model that gives it grounding in reality: the tools it can...

After a client call, the same admin always follows: reread the notes, work out what was actually...

I put the same 47 buying questions to ChatGPT, Perplexity and Google AI Mode on the same day, and...

An overnight coding assistant asked a scheduling script for help and accidentally ran it. The command discarded the errors that could explain the failure.

A week ago I published a fairly absurd number: 612.9 million tokens for $28.35. That was DeepSeek...

Open lib/db/schema.ts in Vercel's ai-chatbot template and look at line 42: export const message =...

Agents are cool, we know that, but making them can seem daunting. But actually it can be super easy,...

Your poller returned None. What happened? Maybe the source published nothing new. Maybe the server...

AI agent loops can produce an output, run some checks and move on without establishing that the...

欢迎回到 AI， Evolving。 在第二期节目中，我们对比了中国和其他市场的公司如何为日常工作打造 AI 智能体--以及随着先进模型和基础设施日益普及，什么将让它们脱颖而出。 这一次，我们聚焦 DuMate，探讨智能体需要具备什么才能赢得我们的信任，并帮助个人和团队完成更多工作。

The strange thing about AI coding isn't that machines can write software now. It's that we're...

For the past several months I've been running a voice-driven AI assistant of my own design,...

A feature request involves more than writing code. Someone needs to clarify the requirements,...

Le constat : Grafana, Datadog et consorts ne suffisent plus Depuis quelques années, nous...

EarlyHue is a free library of printable coloring pages for preschoolers, ages 3 to 5. Every page is a...

There's a reflex every engineer has, and I had it for a decade: the test suite goes green and my...

Every MCP server for Qdrant until now has been a Python process: an interpreter, a virtualenv and a...

An all-green night, hollow with dread. Not tired — after making is pulled away, you are left in a slot that needs you and does not feed you.

AI 正把视频、音频等多媒体内容转成可搜索的结构化数据，流程涵盖文件准备、音频提取、视觉处理、语言处理与结构化输出。OpenAI 音频转录 API 支持 MP3、MP4、M4A、WAV、FLAC、WebM 等格式，Google Cloud 则推荐 FLAC 或 LINEAR16 等无损音频。转录文本可进一步摘要、翻译、分说话人、生成字幕或改写成文章，应用于会议、教育、客服和媒体归档等场景。

Deloitte 2026 研究显示企业 AI Agent 试点到生产部署的失败率为 89%，Teradata 调查中 78% 的企业至少有一个试点，但仅 14% 实现组织级规模化。

A month of daily LLM price tracking: 251 repricing events, the biggest drops and silent hikes, and why git makes a fine database.

@puneetkumar2010 , @akhourianmolkumar The KODA Code Jam crowned its first Champion. Now, we're...

Vox Group 用一年时间重建其 AI 导览技术 Aura，翻译语种从 50 种扩展到 200 种，单次行程可同时进行最多四种语言的实时同传，游客无需手机、App 或下载即可通过原有无线电设备收听。Aura 还新增面向导游的 AI 伴侣，仅基于运营商审核内容与可信来源作答，并为听障游客提供实时字幕。该技术现已面向邮轮公司、旅行社、DMC 及目的地体验合作伙伴开放。

Every time I started a new session with Claude, I found myself repeating the same instructions. Which...

I don't want an AI agent to turn a keyword into another 1,500 words of plausible advice. I want it to...

In the concept edition and the implementation/benchmark edition, we covered a speed-up technique for...

The kill-switch answer to AI autonomy does not survive contact with how these systems actually run. Governance is not a button.

If you maintain an MCP server, at some point you ask this. You've got twenty tools, you're about to...

karminski回应skill与认真写的markdown文档有何区别的提问，认为传统文档通常只是代码或数据之一，而skill能实现代码与数据同构。