The Lab on Manuj Gupta

The Agentic Workflow I Actually Use for Big Codebases

Thu, 09 Apr 2026 00:00:00 +0000

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.

Triple-Hop Network Audit: Catching Micro-Outages with a Custom Monitor

Mon, 30 Mar 2026 00:00:00 +0000

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

Rapid Prototyping: A Digital Twin for STM32H7 ADC Metrology

Tue, 10 Mar 2026 00:00:00 +0000

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.

I Built My Own Google Tasks Notification System Using AI

Fri, 20 Feb 2026 00:00:00 +0000

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.