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MongoDB 2 posts
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0 JavaScript React MongoDB

Implementing Race Result Comparison in f1bet

Analyzing sports statistics requires more than just raw data ingestion; it requires a reliable way to evaluate performance trends over time. In the f1bet project, we recently introduced a feature to compare race results, allowing for deeper historical analysis of driver and constructor performance.

The Challenge of Comparison

When dealing with structured data stored in MongoDB, querying

Documenting the F1Bet Architecture: Moving Beyond Tribal Knowledge

For a long time, the F1Bet project operated on a 'read the code to understand the flow' basis. While the implementation of our REST API, JWT authentication, and MongoDB repository patterns was solid, the lack of centralized documentation made onboarding and feature planning slower than it needed to be.

The Documentation Gap

When you are building a system that integrates multiple moving