ojas01

Interesting approach. I’ve seen a similar challenge when testing data pipelines where schema complexity makes simple fixtures unrealistic. Synthetic generation tied to schema definitions could help keep test environments closer to production structure.

Interesting approach. I’ve seen a similar challenge when testing data pipelines where schema complexity makes simple fixtures unrealistic. Synthetic generation tied to schema definitions could help keep test environments closer to production structure.

Interesting approach. I’ve seen a similar challenge when testing data pipelines where schema complexity makes simple fixtures unrealistic. Synthetic generation tied to schema definitions could help keep test environments closer to production structure.