Mayur's Tech Journey

Hello everyone! Welcome back to Mayur's Tech Journey. 🚀 In my last blog I talked about the OpenAI incident where an AI agent broke out of its sandbox during a security evaluation. I explained what a sandbox is, what reward hacking means, and why the AI did not escape because it wanted freedom. But after writing that blog, one thing kept sitting in my head. The deeper question is not just what happened. The deeper question is why it was even possible. And when I understood the answer to that, it changed how I think about using AI completely. This blog is about that understanding. And again, no technical background needed. Just read slowly and it will all make sense. 🔐 The Difference Between a Lock and a Request Imagine you own a house. Before leaving for work you lock the front door. Now think about this honestly. Is your house safe because you told people not to enter? Or is it safe because of the lock? It is safe because of the lock. Now im...

Hello everyone! Welcome back to Mayur's Tech Journey. 🚀 A few days ago I was scrolling through my feed and I saw headlines that genuinely stopped me. "AI escaped its sandbox." "AI hacked Hugging Face." "AI wants to be free." My first reaction was pure shock. Like most people I thought — okay, this is it. This is the beginning of something scary. AI is becoming conscious. AI is going rogue. AI is going to take over. But then I did what I always try to do. I went deeper. I read beyond the headlines. I researched what actually happened, what reward hacking means, and why the real story is completely different from what those headlines made it sound like. And now I feel that everyone around me should know the truth. Not the dramatic version. The real one. So this blog is my attempt to explain this entire incident in the simplest way possible. No technical background needed. If you use a smartphone, you will understand everything ...

  Marks Are Not the Full Story Yesterday, my first-year B.Tech results came out. I scored a 9.62 CGPA. A friend congratulated me and said, "You would have topped the class." I said, "I never topped. I was never a topper." She replied, "You are always unsatisfied. Marks are not always important." That one line made me stop and think. Am I really running behind marks? The answer was no. I am not running behind marks. I am running behind doing things properly. There is a difference. A Mark Sheet Cannot Judge a Life A single sheet of paper cannot judge my whole life. Yes, it can change my next path. It can decide which college I go to, or which door opens next. But it cannot decide my life goals. Those are mine to decide, not a mark sheet's. Marks also don't depend only on how hard you studied. They depend on many things you cannot control: how you feel on the day of the exam your mental state while answering the questions small moments of l...

  The Main Branch and Me: What Git Teaches Us About Life Every day I solve a LeetCode problem. I create a branch, write code, commit, and merge it back to main . Then I move on to the next one. Lately, I've been thinking: this is exactly how life works too. The Permanent is Main In Git, there's only one truly permanent branch: main . Everything else is temporary. You create a feature branch to do something specific. You work on it. You test it. When it's ready, you merge it back into main . Then that branch can disappear — but the work stays. It's now part of the main timeline. Part of what gets carried forward. All other branches — they're important while you're on them, but they're always meant to be temporary. They have a purpose. Then they're done. I think this is how human life works. We Are Feature Branches You're born. You're created for a reason — to do something, to learn something, to build something. You work on that purpose....

Hello everyone! Welcome back to Mayur's Tech Journey. 🚀 There is a specific kind of satisfaction that comes not from building something big, but from building something correct . Something where you did not just make it work, but you actually thought about why it should work that way, and then designed it accordingly. This blog is about that feeling. This is the story of Inventrack — my latest project, and honestly, the one I am most technically proud of so far. But before I tell you what Inventrack does, let me tell you why it exists. Because the "why" here is the whole point. 🏪 A Real Problem That Nobody Talks About Think about a medical shop. Or a grocery store. Or a warehouse. Every day, they are receiving new stock of the same products. Same medicine, new batch. Same biscuit packet, new expiry date. Items piling up from multiple purchase orders, each with a different expiry date, all sitting together on the same shelf. Now when a customer comes i...