AI 教程与实战

Databricks 发布《2026 年实时分析实用指南》，提出实时分析应作为湖仓一体的能力，而非另建 Apache Druid、Apache Pinot、ClickHouse 等专用服务引擎。文章用新鲜度、延迟、并发三个维度界定实时负载，并给出判断工作负载是否需要实时分析的评估框架，以及金融、零售、制造等行业的应用场景。

Why I made it My brother Ken was turning 50, and I wanted to make a photo video for it. I...

Claude 官方视频介绍 Claude Code 的云端会话（cloud session），它运行在云端虚拟机而非本地电脑，可在你离开后继续运行，支持从手机启动和多个会话并行。

Friends ask me some version of this a lot: how would a bad actor with super powerful AI actually hurt...

GitHub 公开其新密钥扫描分类器的设计与训练细节：先用正则生成候选，再用微调 ModernBERT 结合文件路径、变量名和上下文判断是否为真实密钥。相比此前 LLM 管线，仓库所有者加权接受率提升 11.5%，post-push 扫描中位执行时间降低 86%，服务成本下降超过 98%；模型导出为 ONNX 并做 8-bit 量化，且已将通用密钥检测扩展到 push protection。

来自 Google 员工使用 Gemini 4 Argon 构建的一些很棒的用例 🧵 它对编程和多步骤工具使用有了强得多的掌握——从 Google Antigravity 中的一个原始 Pixel CAD 文件开始，Argon 通过 Blender MCP 制作了这个爆炸视图动画、灯光、镜头编排和音频。 它运行了 1,000 轮迭代循环，以检查自己的渲染结果并在此过程中不断完善代码。

Orange Business 基于 LangChain 与 LangSmith 打造企业级 AI 平台 Live Intelligence，已部署给 12 万名 Orange 员工，并被法国及欧洲 150+ 客户采用。

91% of the most-starred repos on GitHub give their coding agent at least one instruction that never...

n8n 成为首批集成 Gemini 4 Argon 的公司之一，用户可在现有工作流中使用该模型。n8n 内置 MCP server 支持从任意 MCP 客户端生成工作流，Assistant 可通过 OpenRouter 或 Google 的 OpenAI 兼容端点接入 Gemini，Agent 与独立 Google Gemini 节点在发布时即可选用该模型。

LangChain 团队把文档中内联代码示例迁移为可测试代码，通过 Deep Agents CLI 加载 SKILL.md 技能，代理自动完成提取代码、补 setup/teardown、加 :snippet-start: 标记、运行测试等步骤。

Ed Zitron 撰文批评媒体和投资界盲目引用 OpenAI 与 Anthropic 的年化收入数字，指出 OpenAI 的 700 亿美元 ARR 实为约 500 亿美元，Anthropic 的 run rate 未定义计算口径，这些数字掩盖了真实财务状况。

What if you could have an AI coding agent that reads your files, writes code, executes commands, and...

Every restart erased our agents' memory. Every naive relaunch made them redo work they had already done, emails included. Here's how we made them remember everything and relaunch only when it's safe.

AI is everywhere. I don't know how to start this off really haha. Though to be fair, everyone is...

A while ago I forked a running agent session three ways and wrote about it. Three people in the...

A beginner's reflection on the kLab TekHer AI Program — Cohort 2 When I started the "Introduction to...

Claiming an LLM agent's memory poisoned its behaviour is easy. Proving it is not. A measurement rig built on counterfactual amputation, a noise floor, and three honest negative results.

Baseten 工程博客解析 Gradium TTS 如何实现实时语音合成，Coval 基准测得其 TTFA 中位数为 155 ms，四分位距仅 2 ms。

Here's a failure your test suite probably can't see. An AI agent with a send_email tool summarizes a...

Every era of the cloud has a unit of work. For agents, it’s a human who directs, a controller who...

I spent a weekend running two small language models against three jobs I would normally hand to a...

What I learned on Day 1 of the kLab TekHer AI Program, Cohort 2 — how images are just numbers, how filters reveal edges, how CNNs learn, and why computer vision matters for Rwanda and Africa.

博主以视频创作小白身份，用 Miora 织影 Agent 把南宋《夷坚志》轶闻《乾红猫》做成 1 分 18 秒的古装轻喜剧短片。Agent 把故事拆成框架、大纲、剧本、角色卡和分镜，全程生成 50 段视频、花费约 4000 积分（折合约 40 美元），视频部分使用 Seedance Fast。

百度千帆推出 Token Plan 个人版实战训练营系列直播课，共 4 场，从入门到实战覆盖 AI 开发全链路。首场直播 10 月 16 日在西安举行。Token Plan 个人版定位高质高量、全域场景通用、按需消耗的通用套餐。

On October 13, 2026, banking regulators intensified scrutiny of autonomous AI agents. The...

A weekend AWS agent that inspects any public GitHub repo, scores it for safety and trust, flags risky installs like curl-pipe-bash, and guides you to a working first run. Here is how I built it on Lambda and Bedrock.

Why I wanted this Grok Bot runs a lot of my day. I don't have one assistant, I have a team...

You can’t vibe code your way to a great customer experience. You need the user flows and the user...

I've been building Kervan for a while. It turns HTTP APIs into tools AI assistants can use. You...

decision models! new category, showed up on the hub about three weeks ago, and the name is...

AI can build a working application faster than ever. Give an AI coding agent a prompt, and it might...

The theme for Week 2 of the Hacktoberfest DEV Challenge is out: Side Hustle. Build something with...

Six months ago I had $0 in the bank earmarked for this, no computer science degree, and a browser tab...

Mistral AI has joined a consortium led by Marlan Space and Loft Orbital to develop Altair-Next Gen, a...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle The...

This is my submission for the Hacktoberfest Open-Source AI Challenge: Week 2, theme: Side Hustle. ...

Give an AI agent a real toolset (25, 40, more) and every call pays for it. The agent reads every tool...

A board of markdown docs every agent workspace shares: how checklist items follow task status, how versions stop agents overwriting each other, and why there's no search.

I Bridged My Real Logged-In Browser to Chrome's New WebMCP API Chrome's WebMCP proposal...

SkillJacking Is Real. I Built the Pinning Layer Skills Were Missing. Agents install skills...