II.
Topic JSON
Structured · livetopic:observability-driven-development
Observability-Driven Development json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "topic:observability-driven-development",
"_kind": "Topic",
"_file": "domain/topics/topics-additional.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Observability-Driven Development",
"description": "Observability-Driven Development as a cross-cutting topic - designing systems\nwith instrumentation as a first-class concern from the start, embedding metrics,\ntraces, and structured logs alongside feature code. Shifts observability left\nso production behavior is understandable from day one and on-call burden is\nreduced through better debuggability.\n"
},
"outgoingEdges": [
{
"from": "topic:observability-driven-development",
"to": "domain:observability",
"kind": "applies_to"
},
{
"from": "topic:observability-driven-development",
"to": "domain:platform-engineering",
"kind": "applies_to"
}
],
"incomingEdges": [
{
"from": "orch-primitive:progress-stream",
"to": "topic:observability-driven-development",
"kind": "orch_applies_to",
"attributes": {}
},
{
"from": "orch-primitive:audit-trail",
"to": "topic:observability-driven-development",
"kind": "orch_applies_to",
"attributes": {}
},
{
"from": "orch-primitive:notification",
"to": "topic:observability-driven-development",
"kind": "orch_applies_to",
"attributes": {}
},
{
"from": "orch-primitive:telemetry-collection",
"to": "topic:observability-driven-development",
"kind": "orch_applies_to",
"attributes": {}
},
{
"from": "domain:devops",
"to": "topic:observability-driven-development",
"kind": "contains"
},
{
"from": "lib-agent:devops-sre-platform--observability-expert",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:devops-sre-platform--sre-expert",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:performance-optimization--benchmarking-expert",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:performance-optimization--caching-architect",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:performance-optimization--io-performance-expert",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:performance-optimization--latency-optimization-expert",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:performance-optimization--throughput-optimization-expert",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:software-architecture--observability-architect",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--error-budget-management",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--incident-response",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:devops-sre-platform--log-aggregation",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--monitoring-setup",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:devops-sre-platform--slo-sli-tracking",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--algorithm-optimization",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--apm-instrumentation",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--caching-strategy-design",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--capacity-planning-analysis",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--concurrency-optimization",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--continuous-profiling-setup",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--cpu-optimization-implementation",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--cpu-profiling-investigation",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--database-configuration-tuning",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--disk-io-profiling",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--distributed-tracing-implementation",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--endurance-testing",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--file-system-optimization",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--garbage-collection-tuning",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--index-strategy-optimization",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--load-test-execution",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--load-testing-framework-setup",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--memory-allocation-optimization",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--memory-leak-detection",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--memory-profiling-analysis",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--microbenchmark-suite-development",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--n-plus-one-query-detection",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--network-io-optimization",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--performance-baseline-assessment",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--performance-regression-detection",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--performance-slo-definition",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--performance-tuning-recommendations",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--query-performance-analysis",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--real-user-monitoring-setup",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--stress-testing-analysis",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:qa-testing-automation--metrics-dashboard",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:software-architecture--observability-implementation",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--log-analysis",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:devops-sre-platform--prometheus-grafana",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:performance-optimization--distributed-caching",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:performance-optimization--gatling-load-testing",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:performance-optimization--memlab-analysis",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:performance-optimization--network-performance",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:performance-optimization--nodejs-profiling",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--dashboard-generator",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--log-schema-generator",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--metrics-schema-generator",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:software-architecture--tracing-schema-generator",
"to": "topic:observability-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
}
]
}