SMRTR ProgrammingJan 13, 2026Hacker Noon

Your First AI Data Flywheel in Under 100 Lines of Python

SMRTR summary

This hands-on tutorial demonstrates building a working AI data flywheel system using the Foundry framework. It walks through creating a web application that turns AI invoice extraction mistakes into high-quality training data through human corrections, using three core components: Job, CorrectionRecord, and CorrectionHandler to capture and format corrections for model fine-tuning.

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