AI 教程与实战

On September 3, NVIDIA confirmed it is buying Hugging Face for $12.93 billion. The platform that...

This is a submission for Weekend Challenge: Generosity Edition What I Built Sup Dev.to! I...

When a prompt describing what you need is submitted, an AI fills in forty lines of clean, working...

We run every AI feature — LLM writing, background removal, upscaling, transcription, OCR — entirely in the browser. Here is the honest list of what broke, and the COOP/COEP, onnxruntime and model-size traps we hit on the way.

For 23.8 hours, one of our published articles returned 404 to us and 200 to everyone else. The...

Sherwin Wu 看好 AI 赋能小企业主，让高自主性的经营者少些辛苦。引用推文中，GPT-6-Astra （medium） 自主完成其八月全部记账，耗时 20 分钟、花费约 $1.50；对比人工处理需数小时或花费约 $100。

You write a hook. The JSON is valid. The keys are spelled right. No error appears. Nothing...

Most systems that describe a building store facts. A row says the house has three bedrooms. Another...

Thirty days of AI crawler data from one WordPress site, sorted by whether each request could be confirmed — about one in six arrived with proof attached, and the reasons the rest could not split three ways.

What does building with AI look like when your application needs interactive planets, a working 3D...

OpenAI has released GPT-6 Astra, its newest frontier model, less than a week after Anthropic’s Claude...

A detailed guide to creating compact AI-agent handoffs that preserve the live thread, point to durable artifacts, and prevent costly rediscovery.

I’ve been noticing something weird lately. Not with AI itself. AI is obviously getting better: the...

This is a submission for Weekend Challenge: Generosity Edition What I Built Every year an...

Rohan Paul 转发 Sapient 的回应称，Sapient 于 2025 年 6 月提出 Hierarchical Reasoning Model，并于今年 5 月开源 HRM-Text，认为 OpenAI Astra 将循环架构带入前沿讨论验证了其早期方向。

Two issues landed in the agent-CLI ecosystem within a few hours of each other this week, in two...

I built a tool that draws architecture diagrams from a repository, where every edge cites the file,...

Most "AI QA agents" audit your repo from scratch every time and end with LGTM. I wanted the opposite:...

RAG é a base de conhecimento: Logseq, Notion, Confluence. MCP é o conector: o IDE pede um trecho dessa base. Fine-tuning não grava o doc nos pesos.

Every B2B Magento store I've worked on has the same quiet leak. A chunk of the orders never touch the...

Every coding-agent session starts blind: your agent rediscovers how your features work, and sometimes...

A development report on browser workspaces, project bindings, exclusive leases, and controlled handovers between humans and agents.

I have to come clean. Speaking at APIWorld this past week wasn’t actually my first talk acceptance....

One month after the queue essay: findings file themselves, rounds are judged on the contract, the morning brief reads like a PA's note, and a refused write is never silent.

The permission prompt only fired when I was watching. A hook now refuses force pushes, shared-tree resets and root deletes in every mode, and redirects the session instead of waiting for me.

296 puzzle cards, each judged by a model that sees the story but never the brief, the finding or the old card. Eleven waves, and the brief turned out to be the lever.

The voice engine flags it, the site refuses it, the drafter is forbidden it, and 117 instances were rewritten by hand. Then the gate blocked my own deploys for a day.

Most conversational AI speech assistants have a fatal flaw: crippling latency. You ask a question,...

什么鬼！？ GPT-6 Astra 刚刚完成了这个 3D 相机的制作，包含 122 个组件组和 1，877 个建模部件。 我甚至都不知道还能在 Three.js 里构建这些东西。

里程碑 - /show-me 安装量已超 1.1 万，GitHub 星标达 2.5k！

A backend team shipped a local-first coding agent that kept repository secrets on each developer...

The lab was quiet except for keyboards. A teaching assistant walked the aisle of a Saturday workshop...

Open any 'agentic AI' repo trending on GitHub this month and you'll find the same shape: a while...

Same base model, same sampling, entirely different coworker. The diff was 40 lines of English, and here they are.

On August 1 I published a report whose headline finding was that frontier LLM API prices are...

Hello, I'm Shrijith Venkatramana, and I'm building LiveReview — a blast-radius aware AI code review...

How I built REVA for Track 3 of the Razorpay AI Buildathon 2026—and why deterministic guardrails...

A response to Marina Wyss's How I'd Learn Machine Learning in 2026, from someone who arrived at the...

Most memory demos ask whether a later fact can be retrieved. That is a useful start, but it leaves...

Flash on 27 August, the flagship on 28 August. Real quant sizes, why the bigger model has better tooling support than the smaller one, and the default that silently makes it feel slow.