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Agentic AI Atlas · Load Testing Cycle
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Workflow overview

workflow:load-testing-cycle

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Load Testing Cycle overview

Pre-release workflow for stress-testing system behaviour under realistic and peak traffic volumes before a new version reaches production. The QA engineer and SRE collaborate on a load test plan that defines user scenarios, ramp-up curves, and success criteria (latency p95, error rate, throughput). Automated load generators execute the plan against a staging environment with production-equivalent infrastructure. Bottlenecks uncovered during testing are triaged and resolved by backend engineers, and the test is re-run until all success criteria are met and the release is cleared.

WorkflowOutgoing · 16Incoming · 12

Attributes

displayName
Load Testing Cycle
description
Pre-release workflow for stress-testing system behaviour under realistic and peak traffic volumes before a new version reaches production. The QA engineer and SRE collaborate on a load test plan that defines user scenarios, ramp-up curves, and success criteria (latency p95, error rate, throughput). Automated load generators execute the plan against a staging environment with production-equivalent infrastructure. Bottlenecks uncovered during testing are triaged and resolved by backend engineers, and the test is re-run until all success criteria are met and the release is cleared.
workflowKind
development
triggerType
scheduled
typicalCadence
per-release
complexity
moderate

Outgoing edges

applies_to_domain3
  • domain:software-engineering·DomainSoftware Engineering
  • domain:software-engineering·DomainSoftware Engineering
  • domain:infrastructure·DomainInfrastructure
involves_role7
  • role:qa-engineer·RoleQA Engineer
  • role:sre·RoleSRE
  • role:backend-engineer·RoleBackend Engineer
  • role:devops-engineer·RoleDevOps Engineer
  • role:performance-profiler·RolePerformance Profiler
  • role:platform-engineer·RolePlatform Engineer
  • role:test-writer·RoleTest Writer
performed_by_org_unit2
  • org-unit:engineering·OrgUnitEngineering
  • org-unit:quality-engineering·OrgUnitQuality Engineering
requires_skill_area2
  • skill-area:observability-pipeline·SkillAreaObservability Pipeline
  • skill-area:sli-slo-management·SkillAreaSLI / SLO Management
triggers_responsibility2
  • responsibility:performance-budget-tracking·ResponsibilityPerformance budget tracking
  • responsibility:slo-definition·ResponsibilitySLO definition

Incoming edges

follows_workflow10
  • stack-profile:real-time-collaboration·StackProfileReal-Time Collaboration (WebSocket + CRDT + React + PostgreSQL)
  • stack-profile:performance-testing·StackProfilePerformance Testing (k6, Grafana, Prometheus, Docker, TypeScript)
  • stack-profile:enterprise-search-platform·StackProfileEnterprise Search (Elasticsearch, Python, React, Redis, Kubernetes, FastAPI)
  • stack-profile:live-streaming-broadcast·StackProfileLive Streaming / Broadcast (Node.js, Redis, React, Docker, Socket.IO)
  • stack-profile:online-exam-assessment·StackProfileOnline Exam / Assessment (Next.js, PostgreSQL, Redis, Docker, TypeScript)
  • stack-profile:social-network-backend·StackProfileSocial Network Backend (Go, PostgreSQL, Redis, RabbitMQ, Elasticsearch, Boto3)
  • stack-profile:rate-limiting-api-throttle·StackProfileRate Limiting / API Throttle (Go, Redis, Prometheus, Docker)
  • stack-profile:url-shortener-link-analytics·StackProfileURL Shortener / Link Analytics (Go, Redis, PostgreSQL, React, Docker)
  • stack-profile:pdf-generation-service·StackProfilePDF Generation Service (Node.js, Puppeteer, Boto3, Redis, Docker, TypeScript)
  • stack-profile:webhook-relay-proxy·StackProfileWebhook Relay / Proxy (Go, Redis, PostgreSQL, Prometheus, Docker)
lib_implements_workflow2
  • lib-process:performance-optimization--load-test-execution·LibraryProcessspecializations/performance-optimization/load-test-execution
  • lib-process:performance-optimization--load-testing-framework-setup·LibraryProcessspecializations/performance-optimization/load-testing-framework-setup

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