Deep Dive on Devin: The AI Software Engineer

Profile Picture of Guilherme Assemany
Guilherme Assemany
Senior Developer
Illustration of a person reviewing the Devin AI agent with elements like a code editor, an AI robot inspecting data, and a webpage layout, symbolizing technology and collaboration.

AI, like much of tech, evolves at an exponential pace. Just a few years ago, we saw an explosion of LLM-powered tools that streamlined development tasks. 

Innovations like ChatGPT, GitHub Copilot, Cursor, and Tabnine serve as both code auto-completion tools and AI pair programming assistants.  

These innovations seemed to mark a turning point. It’s clear now that AI tools and technology are here to stay, and they’ll continue to transform the software development landscape. Now, though, we’re laso seeing a rise in AI technology that goes beyond coding assistance: AI agents.

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AI agents are able to automate and perform more complex tasks, ones that would otherwise require real people to carry out. My goal here is to put one of these AI agents to work on a real-world task and see just how much time I can save by having an AI “buddy” to help out.

Why Write An In-Depth Article About Devin?

If you’re unfamiliar with this concept, I wrote a piece introducing 3 popular AI Agents and shared my experience with them. Writing that article only served to heighten my curiosity about AI agents, and specifically Devin AI. 

Read Next: A Developer’s Review of 3 Popular AI Agents
Explore how Devin compares with ChatDev and SWE-Agent which take different approaches to assisting with software development.
Read Article

Even before writing my first article on the subject, I had read or watched plenty of blogs, videos, and discussions online about AI agents, their capabilities, and limitations. I find learning about this topic fascinating. But so often, articles focus on abstract theory or use cases that aren’t necessarily practical in the real world, and that bothers me, frankly.

So I decided to dive deeper into Devin AI, in the hope to address some of the personal questions I still had about AI Agents. 

Originally published on Dec 4, 2024Last updated on Dec 13, 2024

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