Hi, I’m Manuj 👋

Vibe coding works for scripts. It falls apart on large codebases. Here is the exact multi-file workflow I use to stop AI from hallucinating, looping, and burning tokens.

My connection kept dropping — short blips, 5 to 50 seconds. Too short for a speed test to catch. So I built something that could.

Ather’s savings tracker tells you how much you saved on petrol. It doesn’t count what you spent keeping the scooter alive while parked. For occasional riders, that gap is the whole story.

Before you spin a PCB, you should know whether your hardware choices will meet your accuracy targets. Here is a look at how I used AI to rapidly build a digital twin of the STM32H7 ADC to visualize these constraints.

When people talk about AI feeling like a revolution, I get it. The speed, the way you just describe what you want and something working comes out the other end — it really is impressive. But honestly, for me it also feels like something I have seen before. And I think I know why. 2005, a Turbine Monitoring System, and One Integration Block Early in my career I spent a lot of time with MATLAB, Simulink, and LabVIEW. LabVIEW was the one that stuck — mostly because I figured it out myself on a live project, which I think is why it left such a strong impression. ...

Push notifications just don’t work for important tasks. If you are driving, running errands, or simply focused on something else, it is way too easy to swipe an alert away and completely forget about it. That might be fine for a casual reminder to water the plants, but for things with hard deadlines—like paying a utility bill or making a time-sensitive phone call—missing a notification is a real problem. Google Tasks is my go-to tool for managing personal to-dos. It is fast and syncs everywhere. But its native notification system relies entirely on those easy-to-miss push alerts. Miss the ping, and you are on your own. ...