This release is focused on one idea: Give AI coding agents better context, while reducing the amount of unnecessary context they need. When working across Claude Code, Cursor, Windsurf, Copilot, Cline, Antigravity, and other coding agents, a lot of...

AI isn’t just for writing boilerplate code anymore—it’s getting good enough to help design complex system architectures. In my latest post, I break down the architecture of a new experiment: a Gemini-powered Angular "Lite" compiler prototype. I expl...

User management is one of those problems that rarely feels difficult enough to deserve much attention. Until you implement it for the fifth time. Registration, login, sessions, email verification, password resets, password changes, account deletion...

I read the post, agreed with it, and opened my repo to plan the migration. Then I could not find the loop I was supposed to be replacing. The repo is agentsmyth, a seven-step agent chain I have been building for months. What I found was a fixed seq...

title: Gnat, self-hosted analytics as a single Go binary, with a built-in MCP server tags: go, selfhosted, opensource, ai A few months back I was crawling the web for a side project and came across an analytics platform's data that had exposed use...

Subtitle: First notes on a jamming-resilient satellite communication channel in the 3–30 kHz band — and the multi‑method computational suite I built to validate it. Hello, Coderlegion. This is my first post here — and it starts with a confession: ...

How one more question about proxy attendance pushed me to add another layer of trust to my attendance system. The QR Code Was Already Dynamic When I started building my anti-proxy attendance system, I knew a normal QR code wasn't enough. If a tea...

Building a survey-based ML pipeline to find out what's really holding SEE and +2 graduates back The question I couldn't stop thinking about Every year, hundreds of thousands of students in Nepal finish their SEE or +2 exams and hit the same fork in t...

A desktop SSH client can keep the remote connection alive and still give the user the impression that the terminal was reset. The failure often sits one layer above SSH: the UI destroys and rebuilds the terminal surface when the user switches to anot...

This article was originally published on Hashnode and is being republished here. It covers deploying a microservices-based e-commerce application on AWS using Shell Scripting, including server setup, service configuration, and application deploymen...

Security protocols are designed to protect communication between systems. But history has shown that adding more security mechanisms does not always result in stronger security. If those mechanisms are not carefully designed, they can introduce enti...

Hoi hoi! I'm @nyaomaruhttps://github.com/nyaomaru, a frontend engineer. Thanks to my daily Duolingo streak, Dutch is finally starting to sound slightly less like one extremely long word. Progress! 🦉 In my previous article, I introduced DSA View Vie...

Building in public is one of the fastest ways to attract early users, build trust, and stay accountable. But there is one problem. The updates you spend months sharing end up scattered across different platforms. Tweets disappear. Milestone posts g...

I recently worked on Visit Lübeck https://www.visit-luebeck.com/ — a travel-focused digital platform designed to help users discover destinations, experiences, and essential city information through a clear and intuitive interface. The biggest lesso...

Short answer: no. A bit longer answer: no, unless your whole job is just writing SQL. Someone started a thread with a good question: > "You said frontend is dying because it's 'pure pattern-matching' that AI can now do. As a Data Analyst, I see C...

?> Core Web Vitals Explained: LCP, INP & CLS in Plain English August 2025 14 min read I’m Jacob Campbell, and Core Web Vitals are where a lot of site owners get lost in acronyms — so here’s the plain-English...

There are projects that teach you a programming language, and then there are projects that teach you how computers actually work. Building my own implementation of the Unix ls command in Go belongs firmly in the second category. Going into it, I th...

At https://pterocos.eu.org/...