Take control of your finances by moving from consumer apps to custom automation.
A robust system requires a data extraction layer, a transformation engine, and a visualization dashboard.
Build a custom stack to avoid arbitrary categorization logic and own your raw financial data.
Switching to an API-linked system trades simple subscription convenience for long-term personal operational complexity.
API connections will eventually break, requiring you to act as your own quality assurance engineer.
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