US-based startup Cognition has introduced Devin, an artificial intelligence (AI) software engineer that is set to redefine the world of code development, debugging, and deployment. What sets Devin apart is its ability to take a simple prompt and transform it into a fully functional website or software program, making it the first of its kind.
Powered by cutting-edge technology and backed by the Founders Fund, Devin boasts impressive capabilities, including its success on the SWE-bench coding benchmark. It has also passed rigorous engineering interviews at leading AI companies and has even completed real jobs on platforms like Upwork. The SWE-bench coding benchmark is a comprehensive evaluation framework that includes thousands of software engineering problems derived from authentic GitHub issues, making Devin’s achievements even more notable.
So, what exactly is Devin? It’s not your average code completion and suggestion tool. Unlike large language models (LLMs) such as OpenAI’s ChatGPT or Google’s Gemini, Devin is a software development assistant that can independently handle the entire process of building and launching software applications. Equipped with its own command line, code editor, and browser, Devin works systematically, breaking down tasks step by step.
What makes Devin truly remarkable is its ability to plan and execute complex engineering projects, learning from its experiences, recalling relevant context, and even rectifying its own mistakes. Instead of relying on manual intervention, Devin can autonomously add a print statement when it detects an error, effectively resolving the issue. A print statement is a line of code that displays output to the console, allowing programmers to identify the source of an issue within the code. Devin also actively collaborates with users, providing real-time progress updates, accepting feedback, and working together to make design choices.
Moreover, Devin can quickly grasp unfamiliar technologies by reading articles and can even train and fine-tune large language models by drawing instructions from research repositories. This flexibility and adaptability make Devin an invaluable asset for developers working on diverse projects.
While a technical report has not been released yet, the company claims that Devin showcases superior coding skills compared to other AI models. On the challenging SWE-bench coding benchmark, Devin has resolved a remarkable 13.86 percent of real-world GitHub issues found in open-source projects. This surpasses competitors like Anthropic’s Claude 2 at 4.8 percent and GPT-4 at 1.8 percent.
The startup behind Devin, co-founded by Scott Wu, Steven Hao, and Walden Yan, has already secured $21 million in Series A funding led by Peter Thiel’s venture capital firm, Founders Fund. Notable investors include former Twitter executive Elad Gil and Sarah Guo, founder of VC firm Conviction. The founding team consists of 10 members, all of whom have achieved gold medals at the International Olympiad for Informatics and have worked with renowned AI companies like Cursor, Scale AI, Lunchclub, Modal, Google DeepMind, Waymo, and Nuro.
In conclusion, Devin represents a groundbreaking advancement in AI-driven code development. With its unique capabilities and impressive performance, it is poised to transform the way software is built, debugged, and deployed. Developers can look forward to a more efficient and collaborative coding experience with Devin as their intelligent assistant.
FAQ
1. What is Devin?
Devin is an AI software engineer developed by US-based startup Cognition. It is a revolutionary software development assistant that can autonomously handle the entire process of building and launching software applications.
2. What sets Devin apart from other AI models?
Unlike other large language models (LLMs) like OpenAI’s ChatGPT or Google’s Gemini, Devin goes beyond code completion and suggestions. It works independently, equipped with its own command line, code editor, and browser, and is capable of planning and executing complex engineering projects, learning from its experiences, and even fixing its own mistakes.
3. What can Devin do?
Devin can transform a prompt into a fully functional website or software program. It can add a print statement when encountering an error, collaborate with users in real time, learn unfamiliar technologies quickly, and even train and fine-tune large language models.
4. How does Devin perform compared to other AI models?
While a detailed technical report is yet to be released, Devin has shown superior coding skills on the SWE-bench coding benchmark. It resolves a significantly higher percentage of coding problems compared to competitors, demonstrating its effectiveness in real-world GitHub issues found in open-source projects.
5. Who are the backers of the startup?
The AI startup behind Devin, founded by Scott Wu, Steven Hao, and Walden Yan, has raised $21 million in funding, with Peter Thiel’s venture capital firm Founders Fund leading the Series A round. Other notable backers include former Twitter executive Elad Gil and VC firm Conviction founder Sarah Guo. The founding team members have a strong background in applied AI and have worked with renowned companies in the field.
1. What is Devin?
Devin is an AI software engineer developed by US-based startup Cognition. It is a revolutionary software development assistant that can autonomously handle the entire process of building and launching software applications.
2. What sets Devin apart from other AI models?
Unlike other large language models (LLMs) like OpenAI’s ChatGPT or Google’s Gemini, Devin goes beyond code completion and suggestions. It works independently, equipped with its own command line, code editor, and browser, and is capable of planning and executing complex engineering projects, learning from its experiences, and even fixing its own mistakes.
3. What can Devin do?
Devin can transform a prompt into a fully functional website or software program. It can add a print statement when encountering an error, collaborate with users in real time, learn unfamiliar technologies quickly, and even train and fine-tune large language models.
4. How does Devin perform compared to other AI models?
While a detailed technical report is yet to be released, Devin has shown superior coding skills on the SWE-bench coding benchmark. It resolves a significantly higher percentage of coding problems compared to competitors, demonstrating its effectiveness in real-world GitHub issues found in open-source projects.
5. Who are the backers of the startup?
The AI startup behind Devin, founded by Scott Wu, Steven Hao, and Walden Yan, has raised $21 million in funding, with Peter Thiel’s venture capital firm Founders Fund leading the Series A round. Other notable backers include former Twitter executive Elad Gil and VC firm Conviction founder Sarah Guo. The founding team members have a strong background in applied AI and have worked with renowned companies in the field.
Definitions:
– AI: Artificial Intelligence, referring to the simulation of human intelligence in machines that are programmed to think and learn like humans.
– Code development: The process of creating and writing software code for programs, applications, or websites.
– Debugging: The process of identifying and fixing errors or issues in software code.
– Deployment: The process of making software code or applications available for use by users or clients.
– Software engineering: The discipline of designing, developing, testing, and maintaining software systems.
– SWE-bench coding benchmark: A comprehensive evaluation framework that includes thousands of software engineering problems derived from authentic GitHub issues.
– Command line: A text-based interface for interacting with a computer program or operating system.
– Code editor: A software tool used to write or edit source code files.
– Print statement: A line of code that displays output to the console, used for debugging or identifying issues within the code.
– Large language models (LLMs): Advanced AI models that can understand and generate human-like text based on training on vast amounts of data.
Suggested Related Links:
– Cognition: The official website of the startup Cognition, the creator of Devin, where you can find more information about the company and its products.
– OpenAI’s ChatGPT: Information about OpenAI’s language model, ChatGPT, which is one of the large language models mentioned in the article.
– Software Development on Wikipedia: An overview of the software development process and methodologies.
– GitHub: A platform that hosts and manages software development projects, where developers can collaborate and contribute to open-source projects.
– Founders Fund: The venture capital firm led by Peter Thiel, mentioned as a notable backer of Cognition in the article.
The source of the article is from the blog maltemoney.com.br