Kalibr

Kalibr enables the dynamic routing of tasks across various model and parameter paths. By leveraging production telemetry, it ensures that requests are directed through the most efficient execution channels, improving reliability and performance for complex distributed systems.

Kalibr is designed for machine learning engineers, site reliability engineers, and backend architects. These professionals use the platform to manage complex request routing and maintain system stability when deploying multiple model versions or varying execution parameters in production.

Implementation requires an existing production environment where task execution paths can be instrumented. Users must have established model endpoints and parameter sets that can be routed through the Kalibr harness to begin collecting telemetry and optimizing path selection.