Open-Source Matchmaking Engine: We share scripts and workflows for our AI-powered matchmaking engine using vector-based search and OpenAI, offering developers a replicable framework for personalized recommendations in other applications.

Open Database of Regenerator Pathways: We are creating an open, accessible database of regenerative pathways that stores data transparently. This fosters collective knowledge-building and enables developers and communities to build new tools and projects on top of this shared resource.

Bioregional Passports & DIDs: We plan to open-source the frameworks for verifiable credentials to recognize contributions and reputation across ecosystems, promoting interoperability and trust within Web3 communities.