Most people see an .mp4 file, double-click it and expect a video to play. Early in my engineering journey I did the same. We treat the file extension as if it’s the video itself. But if you’ve ever tried to play a file only to hear audio with a black screen or if a crash left you with a completely unplayable recording you’ve brushed up against a fundamental truth of digital media. ...
Leading a team through established protocols is an exercise in execution. However, directing professional engineering teams when specifications are fluid requires an entirely different approach to leadership.
How I built this blog from ’empty folder’ to ‘production’ in under an hour using AI.
You’ve probably seen the diagram: seven colored boxes stacked vertically with cryptic acronyms—PHY, DLL, NWK, TRM, SES, PRS, APP. If you are like most people learning networking, you memorized them for an exam —or maybe an interview —nodded, and moved on without truly understanding why they exist. Here is the reality: Layers aren’t physical things. They are agreements. They are protocols — a shared understanding between two systems on how to talk to each other. Understanding this distinction changes everything about how you debug, architect, and think about networking. ...
From Devices to Edge AI. Why I am starting this digital garden.