Devin, an AI-Powered Software Engineer Capable of Coding, Building Apps, More Unveiled by Cognition Labs

Mar13,2024



Devin, a generative artificial intelligence (AI) model that can act as a software engineer, was introduced by AI startup Cognition Labs. The company claims that Devin has successfully passed practical engineering interviews from AI companies and has even completed real jobs on Upwork. The AI ​​tool comes with its own shell, a code editor, and a browser that performs complex engineering tasks such as completing end-to-end coding projects, building and deploying websites and apps, and even Training and fine-tuning your own AI models.

Cognition Labs unveils AI model Post on X (formerly Twitter) and hailed it as the “first software engineer”. Making the announcement, the startup said, “Devin is the new cutting-edge on SWE-Bench coding benchmarks, has successfully passed practical engineering interviews from leading AI companies, and has even completed real jobs on Upwork. “

The AI ​​model is equipped with a browser within its shell or interface, an inbuilt code editor to write and deploy code, and a sandbox computing environment that enables it to perform complex engineering tasks. In a blog post, the company delved into its capabilities. According to the post and several video demonstrations, Devin can learn to use unfamiliar technologies, build and deploy apps end-to-end, autonomously find and fix bugs in the codebase, bugs and features in open-source repositories. Can learn to address requests, contribute to mature production. repository, and even trains and refines its own AI models.

Additionally, Devin AI also scored 13.86 percent on the SWE-Bench coding benchmark. Not only did it outperform other leading AI models like Claude 2, which scored 4.80 percent, and GPT-4, which scored 1.74 percent, but the company claims it was able to resolve issues without any assistance . In particular, all other AI models were assisted and told which files needed to be edited.

While Cognition has made big claims, they cannot be verified at the moment as the platform is not available in the public domain. The startup has also not released a detailed technical report about the AI ​​model, although it has said that it will be released soon. However, if the claims are true, the Devin AI model has created a new standard in the AI-powered code generation space. So far, all coding-centric models are instrumental in nature and can function only based on signals and in a limited capacity. However, Devin can not only work autonomously but also handle end-to-end projects. The important question is whether it can replace human software engineers or not.

Devin is currently in early access, but the developers said that people who want to hire the AI ​​model for engineering work can contact them.


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