When we were working with Loren’s lab at UBC, JS spent a remarkable amount of his time building caching and naming layers – not doing biology, but writing infrastructure to shuttle data between where it lived and where tools expected it to be. That friction really stood out to me, and looking back at it now, I think the lesson we kept learning – in that lab, and then over and over again as the S3 team worked on Tables, Vectors, and now Files – is that different ways of working with data aren’t a problem to be collapsed. They’re a reality to be served. The sunflowers in Loren’s lab thrived on variation, and it turns out data access patterns do too.
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