Let's end open source together with this one simple trick
UB5.230 | Day 1 | 18:00 - 18:50 | Speakers: Dylan Ayrey, Mike Nolan
Abstract
Clean-room design is a method of recreating and relicensing software without infringing any of the copyrights. So what happens when we use LLM's to recreate thousands of open source projects in seconds, and relicense them all to more permissive licenses?
We first started looking at this when in 2025 MongoDB used an AI agent to take thousands of lines of code from a copyleft project, and used Cursor to recreate and relicense it all under apache. The prompts used to do this were left in the repository.
What does it mean for the open source ecosystem that 90% of our open source supply chain can currently be recreated in seconds with today's AI agents?
In this talk we will be demonstrating the process of large scale clean rooming, and explore what it means for open source, and what it means for community.
Speakers
Dylan is the original author of the open source version of TruffleHog, which he built after recognizing just how commonly credentials and other secrets were exposed in Git. Coming most recently from the Netflix security team, Dylan has spoken at a number of popular information security conferences, including Defcon and Blackhat. The popularity of TruffleHog, and growing need for services like it, led him to co-found Truffle Security to deliver technology that works across all platforms where credentials can be exposed.
Mike Nolan is a software architect and social scientist researching the political economy of technology. Recent papers include the impacts of layoffs on open source communities. He also acts as the director of the Federation of Humanitarian Technologists.
He is the former Associate Director of Open@RIT and is currently working with UNDP Nature and Climate. His work experience stems from tech companies such as Amazon and GIPHY to large humanitarian organizations such as the International Rescue Committee and UNICEF.
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