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Shredding JSON columns gave Logfire up to 1000x faster queries
Pydantic.dev·October 11, 2026·1 min read

AI Summary
Logfire achieved up to 1000x faster query performance by implementing dynamic shredding of JSON columns. Early adopter customers have reported query speed improvements exceeding 1000x compared to previous performance levels.
From the source
How dynamic shredding makes the vast majority of queries in Logfire a thousand times faster, with early adopter customers reporting more than 1000x improvement on query performance.
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