ENG-7498: blog post

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ENG-7498 Blog: From Jupyter Notebook to Production Dashboard

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Greptile Summary

This PR adds a new blog post titled "From Jupyter Notebooks to Production Dashboards with Reflex" (blog/2025-09-03-reflex-jupyter.md). The post is a comprehensive tutorial that addresses a common challenge in data science: converting static Jupyter notebook analyses into interactive, production-ready web dashboards.

The blog post follows the established markdown format with proper frontmatter including SEO metadata, title, description, author information, and relevant tags. The content is structured as a step-by-step tutorial that demonstrates how to transform a typical data science workflow (customer churn analysis using pandas and scikit-learn) from a Jupyter notebook into a fully interactive Reflex web application.

The post includes detailed code examples showing:

• Original Jupyter notebook code with data analysis and visualization
• Reflex state management implementation for handling data processing
• Chart component conversion from matplotlib to Reflex's chart components
• Complete dashboard application code with interactive elements
• Deployment instructions using Reflex's hosting platform

This content fits well within the existing blog structure, targeting data scientists and developers who want to productionize their notebook-based analyses. The post strategically positions Reflex as a solution for the "notebook to production" problem, competing with alternatives like Flask+React combinations or Streamlit. The inclusion of a live demo link and complete deployment workflow provides practical value for readers.

Confidence score: 5/5

• This PR is extremely safe to merge with no risk of breaking functionality
• Score reflects that this is purely additive content with no code changes to the application itself
• No files require special attention as this only adds a single blog post file

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