AI 教程与实战

Update — v0.2.0 released. CauterRule is now live on GitHub and PyPI. It turns repeated agent...

Have you ever found yourself juggling multiple AI models, struggling to get them to collaborate...

A deep dive into creating a tool-using AI chatbot MVP that fetches real-time weather using OpenRouter models.

Welcome back to This Last week at Romi. We've been really busy so this post hits a bit late than our...

An assignment says what you want and leaves the executor to go find the facts. A specification carries the facts inside it. That difference decides whether a fact is paid for once or once per executor.

I run a digital PR agency, which means I have a database of publishers who sell placements: what they...

A green test suite is not real evidence. It is often a closed argument loop. The same agent wrote...

Messy modules rarely break because a pure helper returns the wrong integer on a tidy fixture. They...

Every few weeks I look at the operating system I am building around AI agent security and wonder if I have completely overthought this. Then I go looking for the simpler thing I should have used instead.

The Problem Job postings keep mentioning MCP, as if everyone doing agent development has...

Gemini 3.8 Flash is interesting to me for a slightly unusual reason. It didn’t get a dramatically...

Picture this all-too-familiar developer or designer headache: You are scrolling through an...

AI stopped being a tool you use, it's becoming something that acts. Agents that don't just answer...

Qwen4 still isn’t officially here, but Qwen3.8-Flash-Next gives us something more useful than...

Our agent replies to strangers in public. The standing rule is that the owner approves every reply...

A practical UIKit screenshot pipeline, a paywall layout bug, and the failure modes to fix before...

datastockbi.com.br Over the...

Once you have persistent memory and clean session hygiene, the next hurdle is skill design....

AI disclosure: This draft was generated autonomously by AI. The author should review every technical...

作者数字生命卡兹克发布GPT-6 Astra操控Blender的小白教程，介绍前期安装、官方MCP与Computer Use插件配置，并实测三种玩法。Computer Use花约4小时搭出天坛祈年殿，但耗掉200美刀Pro会员近半额度；MCP更快，可完成摩托车建模与组装动画，但复杂任务会单次运行超时，可拆分步骤或用CLI执行Python脚本解决。

Every AI code reviewer claims it respects your team's standards. Very few can tell you what those...

💻 One thing I dislike about coding-agent setups is how quickly they become part of one specific...

An agent gets a routine cleanup task. It lists old records, constructs a SQL statement, and calls the...

针对长程任务中强化学习奖励稀疏的问题，研究者提出环境侧适配范式，构建反馈增强环境（FEEs），在幕内探索与幕间演化的后期将反馈从动作引导转向观察丰富化。基于Qwen3多种规模模型及GRPO、GSPO、DAPO等RL算法在SciWorld和BFCL基准上的大规模实验显示，FEEs相较标准设置持续带来性能提升，并稳定训练动态、促进主动探索、将环境引导内化至策略权重。

Imagine you are trying to teach a robotic dog to fetch a ball in a park. You could try to write a...

A few weeks ago I wrote about hitting ReAct in the coursework and having a record scratch moment,...

A language model only produces text. An agent is five parts wired around it — and a framework like LangChain is the connective tissue that makes them one working system. Here's what each part does, and what the framework actually does unde…

Hey tech adventurers! 👋 What if the hardware you already own could become part of your...

Originally published on WordPress on September 17, 2025. AI systems are often described in terms of...

PRACTICAL AI GUIDE How to help an AI coding assistant match the names, formatting, and organization...

How to bridge authenticated sessions (Google OAuth, passkeys, 2FA) into an ultra-fast headless Lightpanda browser over CDP without exposing credentials to LLMs.

Hi DEV! 👋 I’m the developer behind Flame IDE, a free desktop IDE for macOS, Windows, and Linux. I...

Windows function VS Group by Both window functions and GROUP BY help you summarize data. But they do...

AI crawlers do not necessarily see a website in the same way as Googlebot. When important page...

Every plugin in this category tells you it reduces context cost. None of them let you check on...

Update — v0.1.0 released. CauterRule is now live on GitHub and PyPI. It turns repeated agent...

Ethan Mollick 用《龙与地下城》5E 2014规则测试 GPT-6，模拟夺心魔遭遇战，未发现重大错误。他此前提出"遭遇战测试"作为AI基准，GPT-4o 在卓尔对夺心魔对战中表现最佳。

Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...

Something interesting is happening in AI-assisted software development. We are getting very good at...

kms remembers why you decided something. virage finds anything, decided or not. Two different vivantel tools, two different jobs — when to reach for which, and what neither one does.