AI 教程与实战

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady. ...

Here is a scenario almost every developer reading this has lived through over the past year. It is...

An AI agent calls a paid API, the payment goes through, and the response never arrives. The...

Whisper and Gemma 4 on my laptop turn a client's messy voice note into an importable n8n workflow and the questions they forgot to answer. The model never writes the JSON.

What every developer should know about AI-assisted vulnerability discovery, secure coding, and...

As large language models become capable of operating across enterprise systems, the security...

An open-source Python CLI and MCP server that turns a repository (code, SQL, docs, config) into a queryable knowledge graph with file:line evidence on every edge. The graph is built offline; only questions go to a cheap model through AtmoR…

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...

作者基于此前提出的五个标准，对 13 个 Personal Agent 做了一份两轮综合排名。

Figma 官方介绍已全面开放的 Figma agent 如何借助设计系统产出符合团队规范的设计。方法包括连接已发布的组件库、上传 guidelines 固化团队规则、用 Examples 页面或 _example 命名提供实际范例、把重复流程做成 skills（如 /design-system-audit 和 /analyze-components）。

Now Open Source: TorchTPU and the TPU Agent Suite for Native PyTorch on Google Cloud TPUs ...

OpenAI 发文解释其 FDE（Forward Deployed Engineering）团队如何填补部署差距，即模型能力与客户真实约束下可稳定使用之间的空档。

卡尔的AI沃茨对 meta muse、grok bot、ChatGPT dots、gemini spark、Hark、OpenClaw、千问Go、灵光2.0 等 13 款 Personal Agent 做入门横评。

A 2026 Harvard study of 718 companies found that AI agents write 30% more code and close zero additional tickets because review times jump 49%. Here is what happened when I put my 1986 Commitment Machine into live production across Gemini,…

NVIDIA Dynamo is an open-source inference framework for deploying large-scale generative AI models...

Llama.cpp is a high-performance inference platform designed for Large Language Models (LLMs) like...

Google has expanded Gemini's connection to Google Maps and Google Calendar, giving its AI assistant a...

Google Organic remains the much larger source of website traffic and conversions than ChatGPT and...

An independent investigation by METR and a contractor from Redwood Research examined the OpenAI agent...

A brand can appear in an AI-generated answer without being one of the sources the system cites. That...

Microsoft Bing has introduced Topics Portfolio, a beta feature in Bing Webmaster Tools that helps...

Google Gemini now provides two first-party ways to turn a natural-language prompt into a working web...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...

GitHub Bug Bounty 团队在网络安全意识月专访研究员 @r31n，其专注 GitHub Enterprise Server 并多次发现高影响问题。@r31n 表示偏好手工调查与小型专用脚本，认为 AI 对其工作方式的影响超过任何单一安全工具，但心态比工具更重要。持续产出可复现、带可用 PoC 报告的研究者可获邀进入永久 VIP 计划，享受更高奖金、更快响应和测试版产品预览。

针对 AI 智能体工作流，可按幻觉类型分层部署检测：忠实度与接地性检查用 DeepEval 等工具把回答拆成单条主张与检索文档比对打分，自一致性检查多次提问同一问题比较答案是否收敛，语义熵则按语义聚类估计模型的不确定性。来源核验可对照数据库、API 和文档等权威来源，置信度阈值配合 human in the loop 把高风险输出转人工复核。

I was in Class 7 when I first properly touched a computer. My first lesson was simple: how to turn it...

Read this part first. I built a six-task benchmark that asks AI models to read auras, which they...

On 21 October 2026 PHP shipped an emergency release for two bugs in the language itself:...

A potential customer already knows your name. Someone they trust recommended your business. They...

这篇教程实测 Datalab 的 OmniParseBench 文档解析基准，该基准用 16,288 个通过或失败测试对 2,937 页文档给 27 个解析器打分。

Architect GKE for long-running Gemini 4 Argon agent sessions using VPA CPU startup boost, GCPBackendPolicy connection draining, and session checkpointing.

Tessl 博客提出，下游人工代码评审从来不是有效控制，在智能体工程中会成为瓶颈，引用数据显示 PR 数量增长约 23%、合并时间上升约 49%、中位评审时间上升 441%。

Modal 工程团队与 Sakana AI 合作，将约 1 万亿参数的 MoE 模型 Sakana Namazu 部署到 Modal 上，通过定制 NVFP4 量化与自训练 DFlash 草稿模型支撑其公开 API 上线。

Day 22 of 30 Days of Search TL;DR To personalise and customize Valyu DeepResearch for a...

An enterprise AI governance stack is not a gateway feature. It is a sequence of decisions that has to...

We are thrilled to announce the winners of the Sanity Challenge, our partnership with Sanity built...

What founders report, what that evidence can't prove, and a four-week experiment you can run on your...

How I test AI-generated example sentences in a vocabulary app: invented words, a refusal that shipped as a card, a checklist that measured the wrong thing, and what the checks still miss.

Claude Code 作者 Boris Cherny 在斯坦福课程 CS146S 分享五条原则，核心是把研发瓶颈系统化地自动化，并为六个月后更强的模型提前设计。

If you have ever tried to write a long story with a general-purpose AI, you know the pattern. By...