You have probably seen the claim by now: AI is coming for the junior engineer first, so if you are early in your career, or trying to become one, the timing looks bad. If you are a senior who has repe...
I had a conversation with a senior engineer last month who told me something that stuck: "I like my job, but I'm starting to wonder if I'm actually growing anymore." Then he paused and added, "But I'm not desperate enough to go through five rounds of interviews to find out."
I got doxed once. Not severely, but enough that I woke up to a Slack message from a friend saying, "Hey, is this your address on the internet?" It was. Someone had connected my GitHub profile to a StackOverflow answer to a random forum post to a Zillow listing in about twenty min...
Last month, I spent three days building a document classification system for a client. It worked beautifully, pulled the right metadata, categorized invoices with 94% accuracy, integrated cleanly with their pipeline. I demoed it on a Friday afternoon. Six weeks later, it's still s...
I read an article last week that made me genuinely angry. It argued that smart developers intentionally let bugs fester so they can swoop in like heroes at 3 AM and prove their worth. The premise? That writing stable, maintainable code actually gets you fired because management c...
I was sitting in my apartment in Islamabad last week, debugging a React component at 11 PM on a Friday, when my friend asked me what I wanted to be doing in five years. I froze. Not because I didn't have an answer, but because I realized my entire career has been a series of acci...
Last year, around 2 AM on a Tuesday, I realized I'd been awake for 18 hours straight, not because of a production emergency, but because I'd decided that day that I absolutely *had* to master Kubernetes, containerization best practices, and some new AI framework I'd seen trending...
I spent three years chasing the promotion. Not because I wanted the title, I told myself I didn't care about that stuff. I wanted it because it meant I was "winning." More money, better company name on LinkedIn, the validation that I'd made the right career choices. I got the prom...
I remember the exact moment I realized I couldn't keep ignoring AWS. It was during a code review at a startup in Lahore where the tech lead casually asked, "Can you just spin up an RDS instance and configure the security groups?" I nodded like I knew what that meant. I didn't. I...
Last month, I was debugging a computer vision pipeline at 2 AM, the kind of work that makes you question your career choices. The system was supposed to detect whether a package had been damaged in transit. It had access to thermal data, spatial coordinates, RGB images, everything...