GitHub has thousands of open-source apps with binary releases — but finding and downloading the right one is painful. Release pages are buried, and you're left squinting at filenames like app-1.2.3-linux-x86_64.tar.gz guessing which one is yours. So I built GHFrog — a browser-based app store on top of the GitHub API. No install, no account needed. Live: ghfrog.pages.dev · Source: github.com/iamovi
Generative AI is no longer just an emerging technology. It is becoming a core business capability across software development, customer support, analytics, content generation, automation, knowledge management, and enterprise productivity. For cloud professionals, developers, data teams, and solution architects, learning Generative AI on AWS is now a high-value career move. AWS provides a growing e
AI-generated code is often close to correct. That is exactly what makes it dangerous. Obviously broken code is easy to reject. Code that compiles, looks reasonable and passes the happy path is much harder to distrust. In software, small gaps matter: one missing null check one unhandled timeout one weak authorization condition one unsafe default one test that only covers the obvious path AI tools c
The Model Context Protocol has transformed how we connect AI to tools. But connecting agents to tools is only half the battle — connecting agents to each other is where the real challenge begins. I recently read @raviteja_nekkalapu_'s excellent article "I built an AI security Firewall and made it open source because production apps were leaking SSNs to OpenAI" and it resonated deeply with challeng
A deeply-synthesized, opinionated reference distilled from five canonical sources: donnemartin/system-design-primer · ByteByteGoHq/system-design-101 · karanpratapsingh/system-design · ashishps1/awesome-system-design-resources · binhnguyennus/awesome-scalability Use it as: a study guide for interviews, a checklist for design reviews, and a vocabulary for cross-team discussions. 📖 How to Use This
Introduction Code reviews. For many developers, they are a necessary evil — a box to check in the development process. However, I have come to appreciate them as a powerful tool for elevating code quality, fostering collaboration, and improving team dynamics. Today, I want to share my journey from viewing code reviews as a mundane task to recognizing their critical role in successful projects. L
Building a Translation Pipeline for International Contract Bidding If your company bids on international contracts, you've probably dealt with the translation bottleneck. Technical proposals need precise translation, certified documents have strict formatting requirements, and procurement deadlines don't wait for anyone. After seeing how UK public procurement translation requirements can make or
As an SDET or Automation Engineer, failing tests are part of the daily grind. With the rise of Agentic AI, fixing scripts is easier than ever—but there’s a catch that tutorials rarely mention: Scale. In a real-world enterprise suite, you aren’t dealing with 10 tests; you’re dealing with 500. When 200 of them fail right before a major release—often due to a single upstream change by another team—fe