II.
Workflow JSON
Structured · liveworkflow:performance-profiling-cycle
Performance Profiling Cycle json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "workflow:performance-profiling-cycle",
"_kind": "Workflow",
"_file": "domain/workflows/workflows-technical-depth.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Performance Profiling Cycle",
"description": "Iterative workflow for identifying, diagnosing, and resolving performance bottlenecks\nin application code and infrastructure. The backend engineer and SRE define performance\nbudgets and baseline benchmarks, then run profiling tools against representative\nworkloads to capture CPU, memory, I/O, and latency profiles. Hot paths and resource\ncontention points are analysed, and optimisations are implemented and A/B benchmarked\nagainst the baseline. Improvements are validated in staging under production-like load\nbefore being merged, and updated benchmarks are committed as the new performance baseline.\n",
"workflowKind": "development",
"triggerType": "on-demand",
"typicalCadence": "per-sprint",
"complexity": "moderate"
},
"outgoingEdges": [
{
"from": "workflow:performance-profiling-cycle",
"to": "role:backend-engineer",
"kind": "involves_role"
},
{
"from": "workflow:performance-profiling-cycle",
"to": "role:sre",
"kind": "involves_role"
},
{
"from": "workflow:performance-profiling-cycle",
"to": "role:platform-engineer",
"kind": "involves_role"
},
{
"from": "workflow:performance-profiling-cycle",
"to": "domain:software-engineering",
"kind": "applies_to_domain"
}
],
"incomingEdges": [
{
"from": "stack-profile:adtech-real-time-bidding",
"to": "workflow:performance-profiling-cycle",
"kind": "follows_workflow"
},
{
"from": "stack-profile:progressive-web-app",
"to": "workflow:performance-profiling-cycle",
"kind": "follows_workflow"
},
{
"from": "stack-profile:performance-testing",
"to": "workflow:performance-profiling-cycle",
"kind": "follows_workflow"
},
{
"from": "stack-profile:zig-systems-service",
"to": "workflow:performance-profiling-cycle",
"kind": "follows_workflow"
},
{
"from": "stack-profile:nim-microservice",
"to": "workflow:performance-profiling-cycle",
"kind": "follows_workflow"
},
{
"from": "lib-process:gpu-programming--atomic-operations-synchronization",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--compute-shader-development",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--cuda-kernel-development",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--cuda-stream-concurrency",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--custom-cuda-operator-development",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--dynamic-parallelism-implementation",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--gpu-cluster-computing",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--gpu-image-video-processing",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--gpu-memory-optimization",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--gpu-memory-pool-allocator",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--gpu-performance-regression-testing",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--hip-porting-cross-platform",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--multi-gpu-programming",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--occupancy-optimization",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--opencl-application-development",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--performance-profiling-analysis",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--shared-memory-usage-patterns",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--stencil-computation-optimization",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--tensor-core-programming",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:gpu-programming--warp-efficiency-optimization",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--algorithm-optimization",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--apm-instrumentation",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--capacity-planning-analysis",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--concurrency-optimization",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--cpu-optimization-implementation",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--cpu-profiling-investigation",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--disk-io-profiling",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--distributed-tracing-implementation",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--endurance-testing",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--file-system-optimization",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--garbage-collection-tuning",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--load-test-execution",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--load-testing-framework-setup",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--memory-allocation-optimization",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--memory-leak-detection",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--memory-profiling-analysis",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--microbenchmark-suite-development",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--n-plus-one-query-detection",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--network-io-optimization",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--performance-baseline-assessment",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--performance-regression-detection",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--performance-slo-definition",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--performance-tuning-recommendations",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--query-performance-analysis",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:performance-optimization--stress-testing-analysis",
"to": "workflow:performance-profiling-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
}
]
}