We’re Taking Zorgax From GitHub Into the Real World For months, we have been building MyZubster and Zorgax mostly through code, architecture, tests, automation and open-source experimentation. Now something more interesting is happening. The syst...

I’ve been following the AI agent space closely — building a DeFi data API for agents, an MCP server, and recently a Telegram Mini App that uses LLMs. There’s a lot of excitement. But honestly? I haven’t seen real, sustainable revenue from agent-driv...

I’ve been following the AI agent space closely — building a DeFi data API for agents, an MCP server, and recently a Telegram Mini App that uses LLMs. There’s a lot of excitement. But honestly? I haven’t seen real, sustainable revenue from agent-driv...

Here is the story of my journey in programming1: From Philology to Python: How I Fell Into Coding and Why My Code Still Makes Me Wince. 1: https://coderlegion.com/25394/from-philology-to-python-how-i-fell-into-coding-and-why-my-code-still-makes-m...

I went to the Cyber / AI Expo in Munich a couple of days ago expecting a sales floor. There was one. The thing I came away thinking about, though, wasn't on any booth. The expo was predictable enough: wall-to-wall vendors, each with a product to mov...

Have you ever clicked a "Submit" button on a website, experienced a sudden freeze, and wondered if clicking it again would charge your credit card twice? In the world of software development, engineers prevent this exact nightmare using a core design...

If you need the same answer twice, don't use AI. I learned this the hard way during a project where headquarters mandated to use OpenClaw - an AI orchestration platform and workflow automation tool that had been making the rounds in tech publication...

Every team that ships an agent has the same week-three conversation. The agent picks the wrong tool. It calls three tools where one would do. It burns forty thousand tokens reading things it will never use. Somebody says "the model isn't smart enough...

Verifiable Architecture Visualization: Meet Archify As autonomous AI coding assistants such as Claude Code, Cursor, and Codex CLI become central to system design, engineering teams increasingly use them to map complex architectures. However, typica...

If you give a dev an enum, they're going to ask if they can match on it. When you let them match on it, they'll want to know they got it all. So the compiler counts. And it finds one. It says E-MATCH-NOT-EXHAUSTIVE, and it names the variant: .Empt...

Why your organization can become a target of a cyberattack without ever touching a government contract, a defense program, or a piece of classified data. Most organizations still assess their cyber risk through a single lens: would someone profit fr...

Building a backend framework sounds exciting. Until you actually start building one. You quickly discover that routing is probably one of the easiest parts. The difficult questions come afterward: How should dependency injection work? How shou...

Every time I started a new Node.js backend project, I found myself doing the same thing. Set up routing. Add validation. Configure authentication. Connect PostgreSQL. Add WebSockets. Set up background jobs. Generate API documentation. Confi...

The forger did not defeat the expert. He fulfilled him. In 1892, the director of the Mauritshuis examined a canvas called Diana and her Nymphs and decided it was probably not by Johannes Vermeer of Delft. Abraham Bredius was the most formidable Ve...

Direct answer: Treat each filter and page-number URL as a product-discovery decision, not as a by-product of the interface. Keep crawlable links to categories, useful curated facets, and paginated product sets. Block or otherwise contain combinations...

In the previous articlehttps://www.aniksikder.me/articles/networking/how-does-one-server-find-another-server-dns-private-dns-and-service-discovery-explained, we answered a fundamental question: > How does one server find another server? We explored...