Fix critical Plotly API errors and resolve validation system issues#24

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Genovese-Felipe merged 3 commits intomainfrom

Aug 15, 2025

Commits on Aug 15, 2025

Initial plan
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Fix all Plotly API errors and implement comprehensive validation system

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and
Genovese-Felipe
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Complete comprehensive fix implementation with final documentation and validation

Copilot
and
Genovese-Felipe
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