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Owner Olivia - JTBD Canvas

ComponentDescription
Job Statement (Core JTBD)When owning and operating a customer-facing service in production,
I want to gain reliable, unified, and actionable observability into my service’s behaviour,
so I can detect issues early, resolve incidents quickly, and confidently deliver a resilient experience to users.
Functional Jobs• Instrument services easily using OpenTelemetry
• Gain unified visibility across logs, metrics, and traces
• Diagnose performance degradations and failures quickly
• Establish and monitor SLOs/SLIs
• Understand service dependencies and cross-service impact
• Support incident response with clear, actionable insights
• Reduce operational toil and manual setup
Emotional Jobs• Feel confident that my service is healthy and reliable
• Reduce stress during incidents through clear, trusted telemetry
• Avoid fear of deploying changes without visibility
Social Jobs• Demonstrate operational maturity to leadership and SRE teams
• Earn trust from peers by being a reliable service owner
• Show that my team follows best practices in engineering excellence
Pain Points / Struggling Moments• Missing or inconsistent instrumentation
• Dashboard and alert sprawl across multiple tools
• Slow incident triage due to poor context
• High learning curve for observability tooling
• Difficulty defining meaningful SLOs
• Manual, repetitive setup for telemetry and dashboards
Desired Outcomes• Reliable, correlated telemetry signals
• Fast, accurate root-cause identification
• Clear SLO/SLA performance visibility
• Reduced incident frequency and MTTR
• Simplified instrumentation and onboarding
• Lower operational overhead
Success Metrics• MTTR / MTTD reduction
• % of services fully instrumented with OTel
• Reduction in alert noise
• SLO adherence and error budget usage
• Incident frequency trends
• Time saved on debugging and setup
Drivers• Growing service complexity and distributed architectures
• Increasing customer expectations for reliability
• Pressure to ship faster without harming stability
Constraints• Limited observability expertise
• Fragmented tooling ecosystems
• Time constraints due to product delivery
• Dependency on platform/SRE teams for guidance
Opportunity Areas• Unified observability platform
• Automated OTel instrumentation and setup
• SLO templates and guided workflows
• Cross-service dependency visualisation
• Standardised dashboards and alerts
• Incident-focused insights and timeline stitching