Skip to main content

2 docs tagged with "pipelines"

View all tags

Data Pipelines and Contracts

The model did not break. The upstream team renamed a column, and the model kept running — silently feeding a now-empty (or misaligned) feature into every prediction, with no error, no crash, and no obvious symptom until someone notices the metrics have quietly degraded.

Ranges Library

Ranges (C++20) is a modern library that provides composable, lazy-evaluated operations on sequences. It replaces traditional iterator pairs with range objects and introduces views for efficient data transformation pipelines.