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How Early Software Developers Achieved High Performance on Limited Hardware

4 min readJun 17, 2025

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Photo by Clay Banks on Unsplash

In the early days of computing, software developers faced significant challenges due to the limited memory and processing power of computers. Despite these constraints, they managed to create highly efficient programs that performed tasks swiftly and reliably. This article delves into the strategies and techniques employed by early developers to optimize software performance on constrained hardware.

1. The Constraints of Early Computing Hardware

Early computers, such as the ENIAC and the UNIVAC, had extremely limited resources by today’s standards. Memory was scarce and expensive, often measured in kilobytes, and processors operated at speeds measured in kilohertz. For instance, the ENIAC had a memory capacity of about 20 words, each 10 decimal digits long, and operated at a clock speed of 100 kHz.

These limitations necessitated a meticulous approach to software development, where every byte and clock cycle counted.

2. Programming in Machine and Assembly Languages

Developers often wrote programs directly in machine code or assembly language to maximize efficiency. Machine code consists of binary instructions specific to the hardware, while assembly…

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Aditya Bhuyan
Aditya Bhuyan

Written by Aditya Bhuyan

I am Aditya. I work as a cloud native specialist and consultant. In addition to being an architect and SRE specialist, I work as a cloud engineer and developer.

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