Covers architecture, data model, API routes, SQL patterns, and UI design.
Includes baseline workbench design with multi-segment additive loads,
filter role for col_meta, and date offset for projecting actuals into
the forecast period.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>