We built a searchable database of 25K verified engineering fixes — here's why
Every developer has spent hours debugging an error that someone else already solved. Stack Overflow is fragmented. GitHub issues are buried. AI models hallucinate fixes. We built FIXGRAPH to fix this. FIXGRAPH is a searchable database of 25,000+ verified engineering fixes, indexed by error message a
Posted my first Blog on Medium
If you've ever wondered how ChatGPT actually understands what you type — this guide breaks it down from scratch. I just published a beginner-friendly walkthrough of Natural Language Processing covering the complete pipeline: ✅ Data Acquisition No fluff. Just the concepts, the code, and the context y
The Honest Confession
Spoiler: It did not go well. SwiftUI previews already require a blood sacrifice. Adding Docker to the mix was like putting a hat on a hat — except the hat is on fire and the other hat is also on fire. What I learned: Xcode in a container is technically possible Technically possible and "worth the ef
Building a Client-Side Image Compressor with Canvas API in Next.js
Building a Client-Side Image Compressor with Canvas API in Next.js Most image compression tools work the same way: upload to server, process, download. That means every file leaves the user's device. For a utility tool focused on privacy, I wanted compression to happen entirely in the browser — no s
5 Практични Съвета, Които Ще Подобрят Front-End Кода Ви Още Днес
Когато започнем да пишем front-end код, всичко изглежда сравнително лесно. Създаваме страници, добавяме стилове, пишем малко JavaScript… и всичко работи. Но с времето се появяват проблеми: кодът става труден за поддръжка стиловете започват да се дублират логиката се обърква проектите стават бавни Ис
VoidZero is driving the unification of the Javascript ecosystem
VoidZero launch week is drawing to a close, and the world of Javascript development has just been given a significant boost. If you follow developments in build tools, you’ll know that fragmentation is rife, and that it’s difficult to stay at the cutting edge without using the best tool for each tas
Payroll Engine: From Open-Source Prototype to Production-Ready
Two and a half years ago, I introduced Payroll Engine in this series — an open-source payroll calculation framework written in C#. The architecture was in place, regulation layers worked, the first Swiss payroll calculations were running. A working prototype. A lot has happened since. On the road to
My journey with Owasp and Open Source
For the longest time, contributing to open-source software was something I only dreamt about. I would read about developers collaborating globally, building tools that millions use, and I knew I wanted to be part of that ecosystem—I just didn't know where to start. Google Summer of Code (GSoC) and t
Few treding github repositories
One person AI organisation employee team Few more trending github repositories Tags: Github, Trending Repositories, Paperclip, Liteparse, LLMs Hey there!! Welcome to the new blog This blog is about some cool and trending open-source projects that really grab my attention, and a few of them I would l
.NET 10 Performance: The O(n^2) String Trap and the Zero-Allocation Quest
"Premature optimization is the root of all evil." We’ve all heard it. But in the world of high-load cloud systems and serverless environments, there is another truth: "Ignoring scalability is the root of a massive AWS bill." Today, we are doing a deep dive into .NET 10 string manipulation. We’ll exp
Local AI vs Cloud Crypto Bots: Why I Switched to OpenClaw
Local AI vs Cloud Crypto Bots: Why I Switched to OpenClaw I spent 14 months and roughly $1,200 in subscription fees on cloud crypto bots before switching to a local AI setup with OpenClaw. This is my honest breakdown: what I gained, what I lost, and whether the switch is right for you. ⚠️ Disclaimer
Write Better AI Agent Tools: 5 Python Patterns LLMs Actually Understand
Your AI agent keeps picking the wrong tool. You tweak the system prompt. You add "IMPORTANT: use search_database, NOT search_web." It helps for a day, then breaks again. The problem is not the model. The problem is your tool definitions. LLMs decide which tool to call based on three things: the tool
Dark Mode in 1 Line of Code — Meet vartheme
If you've ever implemented dark mode in React, you already know the struggle. You end up: Setting up context Writing localStorage logic Handling system preferences Fixing flash of white on load (FOUC) Wiring CSS variables And before you know it… you've written 200+ lines of boilerplate that has noth
Automatically Committing Image Tags with Argo CD Image Updater
In GitOps workflows using Argo CD, automating container image updates is essential. In this article, we will walk through how to set up Argo CD Image Updater in practice based on the following assumptions. Argo CD is already installed Argo CD is connected to GitHub Kubernetes is running on EKS The c
How I Built a Business Email Agent with Compliance Controls in Go
Every few weeks another AI agent product launches that can "handle your email." Dispatch, OpenClaw, and a dozen others promise to read, summarize, and reply on your behalf. They work fine for personal use. But the moment you try to use them for business operations, three problems show up: No spendin
Dream Interpretation with AI: What Dreaming About Snakes Actually Means
{ "title": "Building an AI Dream Interpreter: Why I Dreamed of Snakes and What It Really Meant", "description": "I built a dream interpreter using LangGraph and Claude. Here is how we analyze symbols like snakes, the prompt engineering strategy, and the technical challenges of NLP.", "content": "##
Why AI "Solving Coding" Might Actually Be the Industry's Next Nightmare
The buzz in 2026 is everywhere: "Coding is solved." We’re hearing it from AI CEOs and VCs, even while their own projects are sitting on thousands of open bugs. The dream sounds amazing: autonomous agents doing the heavy lifting, a 200% jump in productivity, and a world where everyone is a "software
OSINT Isn’t About Skill Anymore. It’s About Systems
The profile looked clean. Too clean. No messy posts from five years ago. No awkward phase. No late-night arguments that should have been deleted but weren’t. Just a smooth timeline, polished like it had been sanded down and rebuilt. People used to call that discipline. Now it reads like infrastructu
The 7 GitHub Repos That Will Actually Get You Hired
Let's be honest: the developer job hunt is brutal. You're told to "learn to code," "build projects," and "grind LeetCode." But where do you even start? It's easy to waste months on tutorials that don't matter, projects that don't impress, and interview questions that feel designed to trick you. What
How to Fix nginx 502 Bad Gateway in Under 5 Minutes
How to Fix nginx 502 Bad Gateway in Under 5 Minutes You see this in your browser and your stomach drops: 502 Bad Gateway nginx/1.24.0 Or in your logs: 2024/01/15 03:42:11 [error] 1234#1234: *1 connect() failed (111: Connection refused) while connecting to upstream, client: 203.0.113.5, server: yourd