Category: MLOps & Deployment

Rollback Triggers

Rollback triggers are automated actions set up in a database to undo changes when certain conditions are not met or when errors occur. They help maintain data accuracy by reversing transactions that could cause problems or inconsistencies. Rollback triggers are especially useful in systems where data integrity is critical, such as financial or inventory applications.

Drift Detection

Drift detection is a process used to identify when data or patterns change over time, especially in automated systems like machine learning models. It helps ensure that models continue to perform well, even if the underlying data shifts. Detecting drift early allows teams to update, retrain, or adjust their systems to maintain accuracy and reliability.

Flow Debugging

Flow debugging is the process of identifying and fixing issues in a sequence of steps or actions, often within a software application or automated process. It involves examining how data and instructions move through different stages, checking for errors, and ensuring the flow works as expected. This helps developers and administrators ensure that each part…