---
title: "Discussion on \"Unit Testing, Then and Now: Algorithms, Mayhem, and LLMs\" | Hashnode"
description: "Discussion on \"Unit Testing, Then and Now: Algorithms, Mayhem, and LLMs\". Unit test generation evolved from manual efforts to search-based algorithms and AI-driven methods, including LLMs, for smarter code testing"
url: "https://hashnode.com/posts/unit-testing-then-and-now-algorithms-mayhem-and-llms/686428d5633380a08d8916ac"
---

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# [Unit Testing, Then and Now: Algorithms, Mayhem, and LLMs](https://ava-willows.hashnode.dev/unit-testing-then-and-now-algorithms-mayhem-and-llms?utm_source=hashnode&utm_medium=feed)

Unit test generation evolved from manual efforts to search-based algorithms and AI-driven methods, including LLMs, for smarter code testing

Jul 1, 2025 · 8 min read · ava-willows.hashnode.dev  
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[Gazal Arora](https://hashnode.com/@g5277)

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off on a starlight adventure~

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