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Globant’s AI Agent for Code Fixing Achieves Highest Score in SWE-bench-lite Performance
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28 Nov 2024
Press Release
- The Code Fixer AI Agent showcased exceptional capabilities in resolving code issues, effectively addressing bugs in an industry-leading pressure test that included a subset of 300 instances focused on functional bug fixes
- This development reflects the company's expertise in creating AI Agents and Gen-AI solutions, powered by Globant Enterprise AI, the umbrella under which Globant's strategy for the adoption, integration, and development of these technologies is established
NEW YORK – November 28, 2024 — Globant (NYSE: GLOB), a digitally native company focused on reinventing businesses through innovative technology solutions, proudly shares that its “Code Fixer” AI Agent achieved the highest score and ranked among the top performers in SWE-bench-lite, demonstrating exceptional capabilities in resolving bug fixing needs.
SWE-bench-lite is a streamlined evaluation framework consisting of 300 instances focused on functional bug fixes. This subset preserves the diversity and distribution of repositories from the original dataset, covering 11 out of the 12 repositories. Additionally, 23 development instances have been curated to support ongoing development for SWE-bench tasks. The SWE-bench Lite, as part of the validation process, showcased consistent outcomes that place the Code Fixer AI Agent among the top-performing, state-of-the-art models globally, achieving a ticket resolution rate of 48.33%.
The “Code Fixer” AI Agent is an outcome of Globant Enterprise AI and its capacity to enhance efficiency and effectiveness across multiple industries -in this case, software development- through customized AI Agents. This particular AI Agent already in use by Globers globally is pivotal for the Software Development Life Cycle (SDLC), where optimizing the debugging process can significantly boost productivity.
Powered by Globant Enterprise AI, the Code Fixer AI Agent leverages a multi-agent system that operates within a structured workflow, allowing multiple Agents to collaborate at each stage of code issue resolution, ensuring a comprehensible flow while prioritizing accuracy and speed.
“At Globant, we are enhancing our own software engineering capabilities by leveraging advanced AI technologies to effectively address real-world coding challenges,” said Guibert Englebienne, Co-founder of Globant and President of Globant X, its AI-driven platform development unit. “The remarkable performance of the Code Fixer AI Agent in the SWE-bench-lite evaluation testifies on our commitment to innovation in code issue resolution providing our clients with new solutions and optimal results. By integrating our AI Agents with our comprehensive suite of AI platforms, we empower organizations to achieve greater efficiency and drive significant growth across various sectors.”
“Globant’s Code Fixer AI Agent reflects the company’s journey to developing AI Agents and Gen-AI solutions powered by Globant Enterprise AI,” said Gastón Milano, CTO of Globant Enterprise AI. “By combining advanced techniques, this platform adds significant value to complex scenarios within the Software Development Life Cycle. It accelerates the development process, enabling organizations to access various LLMs in a monitored and cost-effective manner. At Globant, we are dedicated to investing our time in innovation and creating new experiences, where agents play a crucial role. The Code Fixer AI Agent exemplifies the transformative impact our AI platforms can deliver.”
This achievement follows the announcement made last June, when Globant unveiled the integration of its proprietary AI Agents into the software development life cycle (SDLC) to enhance core development capabilities. Combined with Globant X’s existing AI products—such as Augoor, MagnifAI, Navigate, GeneXus, and Globant Enterprise AI—these new AI Agents co-create more efficient development cycles.
For more information and to access the white paper, please click here.
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About Globant
At Globant, we create the digitally-native products that people love. We bridge the gap between businesses and consumers through technology and creativity, leveraging our expertise in AI. We dare to digitally transform organizations and strive to delight their customers.
- We have more than 29,900 employees and are present in 34 countries across 5 continents, working for companies like Google, Electronic Arts, and Santander, among others.
- We were named a Worldwide Leader in AI Services (2023) and a Worldwide Leader in CX Improvement Services (2020) by IDC MarketScape report.
- We are the fastest-growing IT brand and the 5th strongest IT brand globally (2024), according to Brand Finance.
- We were featured as a business case study at Harvard, MIT, and Stanford.
- We are active members of The Green Software Foundation (GSF) and the Cybersecurity Tech Accord.
Contact: pr@globant.com
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