Student building AI agents with GitHub checkpoints and human approval asks for feedback
A university student shares a workflow combining ChatGPT, GitHub and Google Sheets to track AI-generated work behind a human approval step. The thread is a good case study in a habit beginners usually skip: making approval the cheapest part of the loop, and keeping version history — not a spreadsheet — as the audit trail.