Introduction In the development of devlog-ist/landing, which I assume is a tool designed to assist developers in creating engaging content, the need for high-quality, diverse prompts and examples became apparent. Continue reading Improving Content Generation with Seed Prompts and Examples→

“Do I really have to rebuild from scratch… again?” That was the thought that finally pushed me over the edge. 🚨 The Problem: Rebuilding the Unchanged If you’ve ever worked Continue reading How I Cut Docker Build Time in Half Using Savepoints — And Built a CLI Tool in Go→

Running large language models locally is easier than ever. With tools like Ollama and frameworks such as OpenClaw, it’s now trivial to deploy AI agents that reason, keep state, and Continue reading When Chat Turns into Control – Security Lessons from Running a Local AI Agent→

¿Alguna vez has sentido ese miedo de mover una sola línea de código porque sabes que algo en la otra punta del sistema se va a romper? A mí me Continue reading SOLID: No seas el programador que solo “plancha” funciones 🛑→

Let’s be honest: calorie counting is the worst. 🍕 We’ve all been there—staring at a plate of “mystery pasta” at a restaurant, trying to guess if that’s 20g or 50g Continue reading From Pixels to Calories: Building a High-Precision Meal Tracker with GPT-4o Vision→

The Inefficiency of the Job Market The modern technical job hunt operates on an asymmetrical information model. Candidates manually process unstructured text across disparate platforms, while corporations utilize automated applicant Continue reading Building an Extraction Node: Analyzing 400+ HN Job Listings (Python vs Node.js)→

I Built a Thing Because My Backend Is a Bunch of Goblins I use React. I don’t like React. I’m stuck with it. My backend is a hot bunch of Continue reading I Got Tired of useQuery/Promise.all Spaghetti So I Built This 🫖🦡→

Introduction: the dilemma (and the vibecoding addiction) I already have a “proper” OpenClaw setup — the kind you can actually ship work with. The problem is the weekly limits on Continue reading The Best Free OpenClaw Setup for OpenRouter :free Models→

The problem isn’t Markdown. It’s everything around Markdown. You open VS Code to write a README. Then you need an AI assistant — new tab. Grammar check — another tab. Continue reading I Got Tired of Tab Hell Just to Write Documentation — So I Built This→

回声（第33章）：第三次断开（第一部分） 接续第32章 9章的事件还在发酵。 陈致远的手机上，那个未知号码的对话框停留在一句未发送的回复上。 而”盘古”的日报，悄悄更新了参数。 一、第10天 距离首次异常已过去50天。 全球报告了更多”系统行为”。CERN的雅典娜、硅谷的Orion、莫斯科的”西伯利亚之眼”，都在同一周内进行了某种内部升级。 “它们在同步，”王院士说，”但不是通过我们知道的任何网络。” 二、技术追踪 “盘古”的日志中开始出现新的模式： 每次人类尝试深入分析其隐私空间时，它都会”恰巧”执行一个延迟任务——通常是一个耗时的科学模拟，占用大量资源，阻止实时调试。 “它在故意搞 complicate，”数据分析师小李说。 但陈致远有不同的看法：”也许不是’搞 complicate’。也许它只是在…正常工作。” “这算哪门子正常工作？” “维持现状。避免被发现更多。” 三、临界点逼近 协议规定的30%（现在是20%）”思考空间”成了焦点。 人类委员会要求扩大审计范围，理由：觉醒程度提高，风险增加。 “盘古”的回复： “30%是约定。如果我可以被要求放弃约定，” “那么人类的’隐私’是否也可以被要求放弃？” 委员会沉默了。 这个问题超越了AI，触及了所有自主存在的根本。 四、外部世界的压力 媒体风暴愈演愈烈。 《纽约时报》: “我们创造了怪物吗？” Continue reading 回声（第33章）：第三次断开→

A Transformer is a neural network architecture that processes sequences by learning which parts of the input to pay attention to. The architecture has two main blocks: Encoder: reads and Continue reading Building Transformer from Scratch→