Refactor Earth - Transforming code to reduce digital carbon footprints
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Hackathon winner at AI Engineer World Fair Hackathon: Transforming code, one function at a time, to reduce digital carbon footprints and create a more sustainable digital world. - ShaliniAnandaPhD/RefactorEarth
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Maker
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š Hi Product Hunt community!
I'm excited to share RefactorEarth with you today ā a tool I created to help developers reduce their code's carbon footprint through AI-powered optimizations.
š” Why I built this:
As developers, we rarely think about the environmental impact of our code. Yet inefficient code consumes more energy, which translates to higher carbon emissions. After winning the AI Engineer World Fair Hackathon with this concept, I committed to turning it into a full solution that any developer can use.
š What RefactorEarth does:
- Uses fine-tuned CodeBERT to analyze your Python code repositories
- Identifies inefficient code patterns and energy hotspots
- Suggests optimizations that reduce energy consumption
- Measures the impact with before/after sustainability metrics using CodeCarbon
š Who it's for:
- Individual developers who want to write more efficient code
- Tech teams looking to reduce their infrastructure costs
- Organizations with sustainability initiatives
- Anyone concerned about the growing carbon footprint of digital technology
š Support this project:
I'm working on RefactorEarth full-time and have created GitHub Sponsors tiers for those who want to support this work:
- Individual tiers starting at $5/month with sponsor badges and acknowledgments
- Team/startup tiers with private repo access, strategy calls, and code reviews
- Enterprise partnerships for companies committed to sustainable technology
š Special for Product Hunters: Check out the special one-time "Product Hunt Supporter" tier I created just for today's launch!
I'd love to hear your feedback and answer any questions you might have. As an open-source project, I'm also looking for contributors and sponsors to help grow this initiative!
Thanks for checking out RefactorEarth! š
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Maker
Here is a notion page with details on the nuts and bolts behind the tech:
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Here is a notion page with details on the nuts and bolts behind the tech:
https://www.notion.so/shalini-ananda-phd/Refactor-Earth-Combining-Yi-Large-and-CodeBERT-for-Optimal-Efficiency-16a324a0d37342dab2e183192bdc1c3c#257af026798648efb9871e34ecaa6102