II.
Domain overview
Reference · livedomain:observability
Observability overview
Observability domain — metrics, logs, traces, profiling, and telemetry-driven operations of distributed systems.
Attributes
displayName
Observability
description
Observability domain — metrics, logs, traces, profiling, and
telemetry-driven operations of distributed systems.
Outgoing edges
contains3
- specialization:observability·Specialization
- topic:slo-sli·TopicSLOs & SLIs
- topic:incident-management·TopicIncident Management
Incoming edges
applies_to23
- skill-area:agent-debugging-logging·SkillAreaAgent Debugging and Logging
- skill-area:security-monitoring-siem·SkillAreaSecurity Monitoring and SIEM
- skill-area:performance-monitoring-profiling·SkillAreaPerformance Monitoring and Profiling
- skill-area:model-monitoring-drift-detection·SkillAreaModel Monitoring and Drift Detection
- skill-area:distributed-tracing-design·SkillAreaDistributed Tracing Design
- skill-area:time-series-database-design·SkillAreaTime-Series Database Design
- skill-area:distributed-tracing-instrumentation·SkillAreaDistributed Tracing Instrumentation
- skill-area:custom-metrics-design·SkillAreaCustom Metrics Design
- skill-area:log-aggregation-pipeline·SkillAreaLog Aggregation Pipeline
- skill-area:alert-fatigue-reduction·SkillAreaAlert Fatigue Reduction
- skill-area:synthetic-monitoring·SkillAreaSynthetic Monitoring
- skill-area:real-user-monitoring·SkillAreaReal User Monitoring
- skill-area:error-tracking·SkillAreaError Tracking
- stack-profile:observability-stack·StackProfileObservability Stack (OpenTelemetry, Prometheus, Grafana, Loki, Tempo)
- stack-profile:log-analytics-elk·StackProfileLog Analytics Platform — ELK Stack (Elasticsearch, Logstash, Kibana, Docker)
- stack-profile:time-series-analytics·StackProfileTime-Series Analytics Stack (InfluxDB, Grafana, Telegraf, Python, Go)
- stack-profile:performance-testing·StackProfilePerformance Testing (k6, Grafana, Prometheus, Docker, TypeScript)
- stack-profile:chaos-engineering·StackProfileChaos Engineering (Kubernetes, Prometheus, Grafana, Go, OpenTelemetry)
- stack-profile:incident-management-platform·StackProfileIncident Management (Go, PostgreSQL, Redis, PagerDuty, Slack, Prometheus)
- topic:observability-driven-development·TopicObservability-Driven Development
- topic:slo-sli·TopicSLOs & SLIs
- topic:incident-management·TopicIncident Management
- skill:cicd-pipeline-design·SkillCI/CD Pipeline Design
applies_to_domain41
- workflow:data-quality-monitoring·WorkflowData Quality Monitoring
- workflow:incident-response·WorkflowIncident Response Workflow
- workflow:on-call-rotation·WorkflowOn-Call Rotation
- workflow:capacity-planning·WorkflowCapacity Planning
- workflow:post-mortem-review·WorkflowPost-Mortem Review
- workflow:feature-flag-rollout·WorkflowFeature Flag Rollout
- workflow:canary-deployment·WorkflowCanary Deployment
- workflow:ai-usage-review·WorkflowAI Agent Usage Review
- workflow:full-stack-system-reliability-review·WorkflowFull-Stack System Reliability Review
- workflow:enterprise-data-platform-health-check·WorkflowEnterprise Data Platform Health Check
- workflow:developer-productivity-index-review·WorkflowDeveloper Productivity Index Review
- workflow:organization-wide-toolchain-audit·WorkflowOrganization-Wide Toolchain Audit
- workflow:post-incident-review·WorkflowPost-Incident Review
- workflow:production-readiness-review·WorkflowProduction Readiness Review
- workflow:real-time-streaming-health-check·WorkflowReal-Time Streaming Health Check
- workflow:query-performance-review·WorkflowQuery Performance Review
- workflow:runbook-review-cycle·WorkflowRunbook Review Cycle
- workflow:grid-stability-monitoring·WorkflowGrid Stability Monitoring
- workflow:slo-definition-review·WorkflowSLO Definition Review
- workflow:streaming-quality-review·WorkflowStreaming Quality Review
- workflow:model-monitoring-drift-detection·WorkflowModel Monitoring and Drift Detection
- workflow:crash-triage·WorkflowMobile Crash Triage
- workflow:push-notification-delivery-audit·WorkflowPush Notification Delivery Audit
- workflow:alert-tuning·WorkflowAlert Tuning
- workflow:dashboard-governance·WorkflowDashboard Governance
- workflow:slo-burn-rate-review·WorkflowSLO Burn Rate Review
- workflow:log-retention-policy·WorkflowLog Retention Policy
- workflow:distributed-tracing-coverage-audit·WorkflowDistributed Tracing Coverage Audit
- workflow:error-budget-exhaustion-review·WorkflowError Budget Exhaustion Review
- workflow:synthetic-monitoring-maintenance·WorkflowSynthetic Monitoring Maintenance
- workflow:incident-response·WorkflowIncident Response Workflow
- workflow:on-call-rotation-management·WorkflowOn-Call Rotation Management
- workflow:latency-profiling-deep-dive·WorkflowLatency Profiling Deep Dive
- workflow:platform-sla-review·WorkflowPlatform SLA Review
- workflow:performance-budget-enforcement·WorkflowPerformance Budget Enforcement
- workflow:ai-usage-review·WorkflowAI Agent Usage Review
- workflow:query-performance-review·WorkflowQuery Performance Review
- workflow:slo-definition-review·WorkflowSLO Definition Review
- workflow:incident-response·WorkflowIncident Response Workflow
- workflow:on-call-rotation-management·WorkflowOn-Call Rotation Management
- workflow:performance-budget-enforcement·WorkflowPerformance Budget Enforcement
lib_applies_to_domain22
- tool-server:mcp-sentry·ToolServerMCP Sentry
- tool-server:mcp-honeycomb·ToolServerHoneycomb MCP Server
- tool-server:mcp-aws-cloudwatch·ToolServerAWS CloudWatch MCP Server
- tool-server:mcp-winston·ToolServerWinston MCP Server
- tool-server:mcp-pino·ToolServerPino MCP Server
- tool-server:mcp-datadog·ToolServerDatadog MCP Server
- tool-server:mcp-grafana·ToolServerGrafana MCP Server
- tool-server:mcp-prometheus·ToolServerPrometheus MCP Server
- tool-server:mcp-pagerduty·ToolServerPagerDuty MCP Server
- tool-server:mcp-newrelic·ToolServerNew Relic MCP Server
- tool-server:mcp-splunk·ToolServerSplunk MCP Server
- tool-server:mcp-opentelemetry·ToolServerOpenTelemetry MCP Server
- tool-server:mcp-jaeger·ToolServerJaeger MCP Server
- tool-server:mcp-loki·ToolServerLoki MCP Server
- tool-server:mcp-tempo·ToolServerGrafana Tempo MCP Server
- lib-agent:devops-sre-platform--sre-lead·LibraryAgentsre-lead
- lib-process:observability--incident-lifecycle·LibraryProcessspecializations/observability/incident-lifecycle
- lib-process:observability--sre-aws·LibraryProcessspecializations/observability/sre/sre-aws
- lib-process:observability--sre-azure·LibraryProcessspecializations/observability/sre/sre-azure
- lib-process:observability--sre-base·LibraryProcessspecializations/observability/sre/sre-base
- lib-process:observability--sre-gcp·LibraryProcessspecializations/observability/sre/sre-gcp
- lib-skill:devops-sre-platform--observability-pipeline·LibrarySkillobservability-pipeline
requires_skill5
- role:observability-engineer·RoleObservability Engineer
- role:site-reliability-engineer·RoleSite Reliability Engineer
- role:on-call·RoleOn-Call Engineer
- role:sre·RoleSRE
- role:incident-commander·RoleIncident Commander
specializes1
- specialization:observability·Specialization