Converting Codebases with LLMs

Mantle revolutionizes software development by using Large Language Models (LLMs) to dramatically reduce the time and effort required for code conversion. Capitalizing on Gemini LLMs' latest advancements and their million-token context windows, the Mantle team was able to convert a prototype project written in R into production-quality code using Golang and ReactJS while maintaining its original logic and structure. This approach saved months of developer time by handling 80% of repetitive coding, allowing engineers to focus on high-value final touches.

• Gemini LLMs offer a 1 million token context window.
• Conversion process was reduced by two-thirds.
• Article was published on July 19, 2024.
• Process focuses on a bottom-up approach.
• Efficiency will increase with larger token windows.