I follow a 'black box' approach: I get things working first, then peel back the layers to understand an intricate system. Whether it's by reverse-engineering a game mechanic or auditing a network, I'm driven by the moment a complex system becomes simple.
Currently refining my DevOps skills, building modular agents with LLaMA, and exploring cloud-native CI/CD pipelines.
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Backend API of RedBook
The mobile client for the The Red Book App
Dec 25, 2025
Building and deploying a static site sounds simple on its own, but getting it to update in real time, especially when you’re running your own home server takes a bit of wiring and elbowgrease. The good news is that once you understand how GitHub Actions fits into the big …
Dec 24, 2025
The final quarter of 2025 has been a wake-up call for the industry. While they've made strides in AI-driven defense, threat actors have pivoted toward the edge-of-targeting the very appliances and frameworks designed to keep us secure. From zero-days in enterprise firewalls to logical flaws in modern JavaScript frameworks, the …
Dec 12, 2025
Middleware is one of those topics that sounds more mysterious than it actually is. In Java, it usually refers to the layer of code that sits between the incoming request and the core logic of your application. It’s the place where you handle the things every request needs, but …
Oct 30, 2025
Python’s role in cybersecurity isn't about complexity; it’s about speed. In an environment where threats move quickly, the ability to build and deploy custom tools in minutes is more valuable than having a massive, rigid software suite. Its extensive library support and straightforward syntax make it the standard …
Oct 24, 2025
Python is often the first tool people reach for when they want to stop the theorizing and start building. It’s revered for its simplicity, but the real appeal is how versatile it is. Whether you’re modding a game, scraping data, or automating a home server, Python acts as …