Incident Analysis and Runbooks with AI
Observability SRE and Production Operations. Work through 10 core concepts with AI assistance, and finish with a reviewed instrumented application with incident and restore exercise.
Is this programme for you?
Built for sre, devops, senior developers. AI helps you move faster; every output is checked against references, runnable examples or a human review before you rely on it.
- Who it's for
- SRE, DevOps, senior developers
- IT domain
- Observability SRE and Production Operations (Advanced)
- Prerequisites
- Cloud Serverless and Edge; Backend Application Engineering
- How AI is used
- IT workflow assistance
- Reviewed output
- Instrumented application with incident and restore exercise
- How work is checked
- Check against references, runnable examples or domain review; record uncertain outputs
- Trainer
- Trainer to assign
- Status
- Planned · dates and fees not yet set
10 concepts, each with a practice brief.
Each concept ends in evidence you can show. Briefs are starting points and are reviewed by the trainer before publication.
- 01
Structured telemetry design
Use local or synthetic evidence to investigate Structured telemetry design in the context of Instrumented application with incident and restore exercise; explain the observation and next action.
- 02
Metrics and cardinality
Use local or synthetic evidence to investigate Metrics and cardinality in the context of Instrumented application with incident and restore exercise; explain the observation and next action.
- 03
Log correlation
Use local or synthetic evidence to investigate Log correlation in the context of Instrumented application with incident and restore exercise; explain the observation and next action.
- 04
Distributed tracing
Use local or synthetic evidence to investigate Distributed tracing in the context of Instrumented application with incident and restore exercise; explain the observation and next action.
- 05
SLIs SLOs and error budgets
Use local or synthetic evidence to investigate SLIs SLOs and error budgets in the context of Instrumented application with incident and restore exercise; explain the observation and next action.
- 06
Alert design and on-call triage
Use local or synthetic evidence to investigate Alert design and on-call triage in the context of Instrumented application with incident and restore exercise; explain the observation and next action.
- 07
Incident response runbooks
Use local or synthetic evidence to investigate Incident response runbooks in the context of Instrumented application with incident and restore exercise; explain the observation and next action.
- 08
Post-incident learning
Use local or synthetic evidence to investigate Post-incident learning in the context of Instrumented application with incident and restore exercise; explain the observation and next action.
- 09
Backup disaster recovery and restore drills
Use local or synthetic evidence to investigate Backup disaster recovery and restore drills in the context of Instrumented application with incident and restore exercise; explain the observation and next action.
- 10
Reliability fault experiments
Use local or synthetic evidence to investigate Reliability fault experiments in the context of Instrumented application with incident and restore exercise; explain the observation and next action.
