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remove ai fallback from journal sync - #442

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aaravjhamb merged 1 commit into
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remove-ai-journal-fabrication
Sep 10, 2026
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remove ai fallback from journal sync#442
aaravjhamb merged 1 commit into
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remove-ai-journal-fabrication

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when a JOURNAL.md had no # or ## headings the parser returned nothing and
handed the raw file to an llm, which invented devlogs and saved them under
the project owner's name with parsed hours feeding streaks and payouts.

adds an audit rake task to find the projects it already hit.
@aaravjhamb
aaravjhamb merged commit a4adaab into main Sep 10, 2026
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