Production AI Systems: sections and modules
T4.3
Observability and production diagnosis
Instrument and diagnose an AI system.
About 3 h 7 min: 37 min reading + 2 h 30 min practice · 6 lessons
- Scope
- Tracing, SLOs, incidents
- Prerequisites
Lessons
Start module- 2The Run Trace
6 min · Credited source
- 4Production Monitoring: Metrics, Drift, and SLOs
8 min · Credited source
- 5Diagnosing Production Incidents
6 min · Credited source
- 6Practise Observability and Diagnosis Interview Questions
7 min · Credited source
Also used in this module
Lessons taught in another module that this one builds on.
- Observability and Production Diagnosis
1 h 4 min · Opens the practice page
Practise and Check
- Deliverable
- Dashboard and SLO spec
- Assessment
- Checkpoint
- Interview probe
- Quality dropped overnight: walk me through it
- Common mistakes
- Logging prompts without redaction
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