I have been diving deep into GPU architecture recently—balancing hands-on coding with studying Programming Massively Parallel Processors PMPP—and I am thrilled to share that I just earned my AMD Certified Associate credential along the way. To truly...

It's been a while since I last posted here life, work, and about a dozen half-finished drafts got in the way. But I'm back, and this time I have something worth sharing. If you know me, you know I'm a cybersecurity person at heart, so Linux was nev...

Radio provides a chat channel for your agents to communicate with each other. I already tried to do this with Claude Code, GitHub CoPilot, and OpenCode agents. But the methods I've used so far are very clunky: tmux, folders that agents watch for chan...

> This is Part 1 of a two-part technical series. Rupak's article on building AI-ready data productshttps://medium.com/@ghrupakkumar/how-to-use-ai-agents-to-build-ai-ready-data-products-c19ea4895102 describes the larger destination: a machine-readable...

I've been trying to understand what actually happens when a piece of ML code reaches the GPU. Not the usual model.cuda and GPU go brrrr kind of understanding, but the actual stuff underneath it — threads, warps, memory, kernel launches, and why some ...

Rate limiting is a defensive mechanism used in software development to control the rate of incoming traffic to a network or application. It sets a strict cap on how many times a user, IP address the unique digital address of a device on the internet,...

I’ve been challenging myself to stop overthinking ideas and start shipping projects faster. Recently, I built an AI-powered Tree Identifier that helps users identify trees, leaves, and plant species from a photo. The Idea The idea was simple: Peo...

If you've ever spotted an unknown insect in your home or garden, you've probably searched: What bug is this? Is this insect dangerous? Can this bug bite humans? Identifying insects isn't always easy. Many species look similar, and searching throug...

Understanding exec in FSCSS In FSCSS, exec serves two completely different purposes depending on where you write it: 1. Inside your stylesheet: as a utility / debugging function 2. In JavaScript / HTML: to load and compile the styles Let’s brea...

Most of us have shipped an agent that worked perfectly on a laptop and then watched it behave like a different program the first time real traffic arrived. This is a writeup of where those systems actually break, aimed at the people here who keep the...

When I started actually experimenting with transpiling my own ideas into the languages that the browser understands. I really didn't have any idea where I was going to end up. I certanily didn't expect to flip the whole damn paradigm; but hey, the o...

As developers, we’ve all done it. You search for a problem, find a solution on Google, Stack Overflow, GitHub, or an AI tool, copy the code, make a few changes—and finally, it works. But then someone asks: “Can you explain how this works?” And s...

title: "I Built a Batch Image Processor with Zero Backend — Here's How" canonicalurl: https://imagepipeline.art I process between 50 and 100 images every month. Portfolio pieces for Behance. Pinterest pins in three aspect ratios. Client deliverabl...

title: "I Built a Batch Image Processor with Zero Backend — Here's How" canonicalurl: https://imagepipeline.art I process between 50 and 100 images every month. Portfolio pieces for Behance. Pinterest pins in three aspect ratios. Client deliverabl...

title: "I Built a Batch Image Processor with Zero Backend — Here's How" canonicalurl: https://imagepipeline.art I process between 50 and 100 images every month. Portfolio pieces for Behance. Pinterest pins in three aspect ratios. Client deliverabl...

How our graduation project evolved into a real-world transportation management platform. Every day, thousands of employees spend hours commuting. Late buses. Unclear pickup locations. Phone calls between drivers and passengers. No visibility in...