This system was created from AI in VSCode/Claude Sonnet 4.6.
source venv/bin/activate
python app.py # not python3
Departments own a series of General Ledger Accounts.
Departments also own Department Charge Definitions — each defines what percent
of an allocated cost flows to each of the Department's GL Accounts.
An active Department Charge Definition must cover exactly 100% (derived:
total_percent = sum of lines; is_active = 1 when total_percent == 100).
Project Funding Definitions define which Departments fund a designated percent
of a Project's costs, and which Department Charge Definition each Department
applies. An active Project Funding Definition must cover exactly 100% (derived:
total_percent = sum of lines; is_active = 1 when total_percent == 100).
Projects are assigned to a Project Funding Definition.
When a Charge is received against a Project, cascade-allocate it in two levels:
Level 1 — allocate the Charge amount to each Department per their
Project Funding Line percent → creates ChargeDeptAllocation rows
Level 2 — allocate each ChargeDeptAllocation amount to that Department's
GL Accounts per their Charge Definition line percents
→ creates ChargeGlAllocation rows
Constraint: a Charge may only be posted if the Project's
Project Funding Definition is active.
Charges can be placed by contractors. They may supply only a minimal project description to identify the Project - use AI Rules to find an Active Project based on a fuzzy match to project name, and past charges from the contractor. For example, you might observe that a contractor works on roads vs construction.
Total the charges into the Project and GL Account.
Claude Sonnet 4.6 quick guess as native vs. GenAI-Logic:
See how Claude Sonnet 4.6 compares this 'native' version to the reference GenAI-Logic implementation: