concept:circuit-breakers
Circuit Breakers
Circuit Breakers in the context of production machine-learning systems.
Lessons
Formal explanations, examples, simulations, and checkpoints.
Serving & inference systems
Capacity, load testing, autoscaling, and tails
Design capacity around the tail and the delay of the scaling loop, not around average throughput.
Serving & inference systemsShadow, canary, rollback, fallback, observability
A release is safe only when exposure is attributable, bounded, observable, and quickly reversible.
Courses & assignments
Dependency-authoritative learning units.
Casebook
Reported facts and course reconstructions.