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Under Pressure: How I Learned to Keep My Algorithms Fast and Honest

Vijay
4 min readNov 3, 2024

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Balancing Speed and Integrity in the Face of Rising Demands

Photo by Michal Vavro on Unsplash

The Day I Realized Speed Isn’t Everything

It was a late Thursday evening, and I was staring down the endless lines of code on my screen, chasing one goal: make the algorithm faster. I had just received an urgent email from my manager, who (in his words) “needed to see results ASAP.” Now, if you’re a software developer, you know the feeling — the clock is ticking, and everyone’s counting on you to make things faster, sleeker, and better. But here’s the catch: you can’t sacrifice quality.

And yet, the pressure to speed things up can make integrity feel like a luxury. I’d been there before, cutting corners to get a quick win, only to pay for it later with bugs and missed edge cases. That day, I decided things were going to be different. My algorithms would be fast, but they’d be right.

Why Cutting Corners Isn’t an Option

When it comes to coding, one hard truth I’ve learned is that cutting corners is a double-edged sword. Maybe you’ll save time in the short run, but it almost always backfires. A fast, unreliable algorithm can break down in production or behave inconsistently with new data. And if you’re working on systems…

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Vijay
Vijay

Written by Vijay

Python Developer | Flask, Django, AWS | Expert in Microservices & RESTful APIs | Sharing tutorials, tips, and insights to help developers build scalable apps.

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