205Course · Practitioner
Observability
Seeing what your AI system is doing.
Seeing what your AI system is doing. Logging, tracing, and metrics adapted for AI — with a Lab of instrumenting a running app well enough to debug a production failure from the trace alone.
- 01
Log a model's inputs and outputs.
- 02
Design a tracing pipeline.
- 03
Monitor for drift.
- 04
Debug a production failure from the trace alone.
Prerequisites
- — System Design.
Pacing
~3 hours including the Lab.
- IModule
The stack
The tools.
- IIModule
Working with traces
The applied piece.
A Note from the Faculty
Observability is what turns a demo into a service.