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JSONata Rewritten in a Day with AI: $500,000 Saved

🛠️ AI Tools·Tom Levy·

JSONata Rewritten in a Day with AI: $500,000 Saved

JSONata Rewritten in a Day with AI: $500,000 Saved
Key Takeaways
1JSONata was rewritten in one day with AI, saving $500,000 annually.
2The new version in Go was developed in 7 hours at a cost of $400.
3A parallel deployment validated the accuracy of the new implementation.
💡Why it mattersThis rewrite illustrates the potential of AI to drastically reduce software development costs.
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Full Analysis

JSONata Transformed by AI in One Day

The rewriting of JSONata in just one day using artificial intelligence has resulted in an impressive annual savings of $500,000. This project is part of a case study on vibe-porting, which involves developing a new custom implementation in Go of the JSONata expression language. This approach is similar to that of jq and is closely related to the Node-RED platform.

A Fast and Cost-Effective Process

The success of this rewrite hinges on the existence of a suite of JSONata tests, which was crucial for building the first functional version. In just 7 hours, the team was able to develop this version at a modest cost of $400 in token expenses.

Validation Through Parallel Deployment

To ensure that the new implementation perfectly matched the behavior of the old one, the Reco team set up a parallel deployment. For one week, both the new and old versions ran side by side, confirming the accuracy of the rewrite.

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