The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
Automate the single highest-frequency manual data transfer in your tool stack first, verify it works reliably for one week, then iterate to the next highest-frequency transfer—sequential automation prevents building a fragile web of interdependencies that becomes unmaintainable.