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System · Running daily

Finance dashboard

Net worth and daily balances across every account in one self-hosted view.

Running dailyTellerPython2026
[ finance dashboard screenshot ]

The job

Money spread across banks, brokerages, and cards is invisible until you total it by hand, which means it rarely gets totaled.

The build

A two-tab dashboard pulls balances through a bank-aggregation API on a daily refresh and charts net worth over time. Accounts that resist automation are handled explicitly rather than faked green.

What it proves

Owner-facing reporting on autopilot: the same pattern a business needs for a weekly revenue and attribution scoreboard.

Accounts that cannot be pulled automatically are marked as manual rather than silently shown as current, so the total is always honest.
Refreshed daily
every account, one view
Build me one like this