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For over three decades, my world revolved around the deafening roar of industrial fans, the intense glow of the rotary kiln, and the constant pursuit of the perfect clinker. In those traditional days
In 30 years, computers got 100x faster. Our learning method stayed the same: read → highlight → re-read → forget → re-read again. I shared with EMBA students who have to digest hundreds of pages of m
“Tool failed” is not an error message. It is a debugging tax. When an AI agent queries a database through MCP, failures need to be structured enough for the agent to recover and specific enough for
The fastest way to make an AI database agent dangerous is to connect it with the same credential a senior engineer uses in production. The model does not need your admin key. It needs a narrow, expl
This article was originally published on Jo4 Blog. You deleted the URL. Redis says it's gone. The database confirms it. But users click the link and still get redirected to the destination. cf-cach
The strongest signal in today's Doramagic GitHub metrics was not an abstract agent framework. It was a practical browser-verification pack: https://github.com/tangweigang-jpg/doramagic-chrome-devtool
I built a Spring Boot 3.2+ open-source library that lets you declare and manage external API channels entirely from YAML. It started in the travel industry The thing is, every OTA has di
Synthesio sells Chinese platform coverage for $36K+/year. Brandwatch and Meltwater sit in roughly the same $24K-80K/year band. I built an Apify Actor that does the equivalent core job — Weibo, RedNote
1. What Is a Mini Program Plug-in? A mini program plug-in is a reusable functional module that can be integrated into any mini program. Think of it as a "component-level micro-application"
TL;DR — AI agents now do real work, but there is no shared way to say what an agent is, what it is good at, and how that claim was checked. So we built one: an independent certification body where eve
Modern large-scale mobile apps demand maintainable architecture, scalable navigation, robust state management, and production-grade performance. Expo Router makes this achievable in React Native with
By this point, KernelMind had already evolved far beyond the original “embeddings over code” idea. The system now had: AST-aware chunking fully qualified symbol identities graph-aware retrieval hyb
Sideloading an iPhone over Tailscale from anywhere, no USB, Touch grass while CI/CD on iOS. TL;DR iOS 17+ moved iPhone development tooling onto a stack — CoreDevice + RemoteXPC +
Today's AI news has a pattern to it. The big stories are not really about a clever chatbot trick or another model benchmark. They are about power, infrastructure, lawsuits, labor, and trust. That mig
Every Kubernetes Tool Explained In One Post (And Why They Exist) The Kubernetes Ecosystem Has a Story. Every tool exists because Kubernetes alone wasn’t enough. You run everything with kubectl. Get p
The functools module is one of Python's most practical standard-library gems. It ships a small set of higher-order function utilities — tools that operate on or return other functions — that eliminate
An AI answer without provenance is just a confident paragraph. That may be fine for brainstorming. It is not enough for database answers that drive product, finance, support, or operations decisions
Everyone wants to build a unicorn. A billion-dollar valuation. A massive funding round. A glamorous TechCrunch headline. An office somewhere in San Francisco with glass walls and free coffee. But af
At a glance What it is A file-based work log with semantic search, designed for AI coding agents to record and retrieve their own reasoning. Package lysofdev-ailog on PyPI · CLI
The Web Scraping Toolkit Spectrum Let's be real: there are dozens of ways to scrape the web. From raw curl to full-blow browser automation frameworks. But when it comes to JavaScript-render