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user: sageframe created: 3 months ago karma: 5 about: Systems designer. Architect. Educator. Artist. Built production systems using AI as implementation partner. Writing about what it takes to actually understand what you build. atmarcus.net | github.com/sageframe-no-kaji | sageframe.substack.com submissions comments favorites