8000 Research debt data sourcing and design debt sync model · Issue #17 · adeebahmed/Libertas · GitHub
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Research debt data sourcing and design debt sync model #17

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@adeebahmed

Two-part workst B483 ream: figure out where debt data comes from, then design the model to store and sync it.

Part 1 — Research

  • What does Plaid Liabilities cover? (student loans, mortgage, auto, credit card balances)
  • What access tier does it require? Is it available on a free/dev plan?
  • Are there gaps? (e.g. personal loans, informal debt) — manual entry fallback for those

Part 2 — Design

  • Extend the debt data model to accommodate Plaid-synced liabilities alongside manually entered debt
  • Define sync pipeline: fetch → normalize → deduplicate → store
  • Ensure debt balances feed correctly into FIRE model (Define the financial freedom / FIRE model #24) and net worth calculation
  • Handle source field: manual | plaid per ADR-002

Activity

  1. added this to the Plaid Integration milestone on Apr 11, 2026
  2. changed the title [-]Design debt data model and Plaid sync pipeline[/-] [+]Research debt data sourcing and design debt sync model[/+] on Apr 11, 2026
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