| workflow:dei-metrics-review | responsibility:retro-facilitation | Responsibility |
| workflow:inclusive-hiring-audit | responsibility:data-quality-monitoring | Responsibility |
| workflow:inclusive-hiring-audit | responsibility:ai-safety-guardrails | Responsibility |
| workflow:desktop-app-packaging | responsibility:release-coordination | Responsibility |
| workflow:desktop-app-packaging | responsibility:changelog-maintenance | Responsibility |
| workflow:desktop-auto-update-pipeline | responsibility:approve-deploys | Responsibility |
| workflow:desktop-auto-update-pipeline | responsibility:release-coordination | Responsibility |
| workflow:cross-platform-build-matrix | responsibility:flaky-test-quarantine | Responsibility |
| workflow:cross-platform-build-matrix | responsibility:dx-tooling-maintenance | Responsibility |
| workflow:code-review | responsibility:review-prs-merge-decisions | Responsibility |
| workflow:architecture-decision | responsibility:write-rfc-documents | Responsibility |
| workflow:architecture-decision | responsibility:approve-architecture | Responsibility |
| workflow:architecture-decision | responsibility:review-architecture-changes | Responsibility |
| workflow:dependency-upgrade | responsibility:upgrade-dependencies-weekly | Responsibility |
| workflow:dependency-upgrade | responsibility:run-security-scans | Responsibility |
| workflow:flaky-test-management | responsibility:triage-incoming-issues | Responsibility |
| workflow:local-dev-environment-setup | responsibility:onboard-new-engineer | Responsibility |
| workflow:local-dev-environment-setup | responsibility:dx-tooling-maintenance | Responsibility |
| workflow:monorepo-toolchain-update | responsibility:dx-tooling-maintenance | Responsibility |
| workflow:monorepo-toolchain-update | responsibility:upgrade-dependencies-weekly | Responsibility |
| workflow:developer-feedback-cycle | responsibility:dx-tooling-maintenance | Responsibility |
| workflow:developer-feedback-cycle | responsibility:retro-facilitation | Responsibility |
| workflow:internal-hackathon | responsibility:ai-knowledge-sharing | Responsibility |
| workflow:internal-hackathon | responsibility:retro-facilitation | Responsibility |
| workflow:gitops-config-drift-audit | responsibility:terraform-state-mgmt | Responsibility |
| workflow:gitops-config-drift-audit | responsibility:runbook-authoring | Responsibility |
| workflow:helm-chart-promotion | responsibility:approve-deploys | Responsibility |
| workflow:helm-chart-promotion | responsibility:release-coordination | Responsibility |
| workflow:runbook-review-cycle | responsibility:runbook-authoring | Responsibility |
| workflow:runbook-review-cycle | responsibility:on-call-rotation | Responsibility |
| workflow:disaster-recovery-failover-drill | responsibility:respond-incidents | Responsibility |
| workflow:disaster-recovery-failover-drill | responsibility:runbook-authoring | Responsibility |
| workflow:disaster-recovery-failover-drill | responsibility:capacity-planning | Responsibility |
| workflow:sdk-adoption-tracking | responsibility:data-quality-monitoring | Responsibility |
| workflow:sdk-adoption-tracking | responsibility:changelog-maintenance | Responsibility |
| workflow:developer-event-planning | responsibility:ai-knowledge-sharing | Responsibility |
| workflow:developer-event-planning | responsibility:write-user-docs | Responsibility |
| workflow:changelog-communication-cycle | responsibility:changelog-maintenance | Responsibility |
| workflow:changelog-communication-cycle | responsibility:release-coordination | Responsibility |
| workflow:migration-guide-authoring | responsibility:write-user-docs | Responsibility |
| workflow:migration-guide-authoring | responsibility:changelog-maintenance | Responsibility |
| workflow:tutorial-effectiveness-review | responsibility:write-user-docs | Responsibility |
| workflow:tutorial-effectiveness-review | responsibility:dx-tooling-maintenance | Responsibility |
| workflow:adaptive-learning-model-review | responsibility:ai-safety-guardrails | Responsibility |
| workflow:adaptive-learning-model-review | responsibility:data-quality-monitoring | Responsibility |
| workflow:student-engagement-analytics | responsibility:data-quality-monitoring | Responsibility |
| workflow:student-engagement-analytics | responsibility:slo-definition | Responsibility |
| workflow:curriculum-update-cycle | responsibility:review-architecture-changes | Responsibility |
| workflow:curriculum-update-cycle | responsibility:write-user-docs | Responsibility |
| workflow:lms-content-deployment | responsibility:approve-deploys | Responsibility |
| workflow:lms-content-deployment | responsibility:write-user-docs | Responsibility |
| workflow:learning-outcomes-assessment | responsibility:data-quality-monitoring | Responsibility |
| workflow:learning-outcomes-assessment | responsibility:slo-definition | Responsibility |
| workflow:pcb-design-review | responsibility:review-architecture-changes | Responsibility |
| workflow:pcb-design-review | responsibility:code-review-coverage | Responsibility |
| workflow:signal-integrity-analysis | responsibility:performance-budget-tracking | Responsibility |
| workflow:signal-integrity-analysis | responsibility:review-architecture-changes | Responsibility |
| workflow:bootloader-verification | responsibility:security-review | Responsibility |
| workflow:bootloader-verification | responsibility:run-security-scans | Responsibility |
| workflow:power-management-optimization-review | responsibility:performance-budget-tracking | Responsibility |
| workflow:firmware-update-rollout | responsibility:approve-deploys | Responsibility |
| workflow:firmware-update-rollout | responsibility:runbook-authoring | Responsibility |
| workflow:hardware-in-the-loop-testing | responsibility:triage-incoming-issues | Responsibility |
| workflow:grid-stability-monitoring | responsibility:slo-definition | Responsibility |
| workflow:grid-stability-monitoring | responsibility:capacity-planning | Responsibility |
| workflow:renewable-energy-forecasting | responsibility:data-quality-monitoring | Responsibility |
| workflow:renewable-energy-forecasting | responsibility:capacity-planning | Responsibility |
| workflow:annual-strategic-planning | responsibility:capacity-planning | Responsibility |
| workflow:annual-strategic-planning | responsibility:cost-optimization | Responsibility |
| workflow:board-reporting-cycle | responsibility:data-quality-monitoring | Responsibility |
| workflow:board-reporting-cycle | responsibility:cost-optimization | Responsibility |
| workflow:merger-integration-playbook | responsibility:capacity-planning | Responsibility |
| workflow:merger-integration-playbook | responsibility:run-architecture-review | Responsibility |
| workflow:organizational-restructuring | responsibility:capacity-planning | Responsibility |
| workflow:organizational-restructuring | responsibility:retro-facilitation | Responsibility |
| workflow:employee-exit-process | responsibility:security-review | Responsibility |
| workflow:employee-exit-process | responsibility:onboard-new-engineer | Responsibility |
| workflow:corporate-communications-review | responsibility:write-user-docs | Responsibility |
| workflow:corporate-communications-review | responsibility:retro-facilitation | Responsibility |
| workflow:it-service-catalog-review | responsibility:slo-definition | Responsibility |
| workflow:it-service-catalog-review | responsibility:cost-optimization | Responsibility |
| workflow:change-advisory-board-review | responsibility:approve-deploys | Responsibility |
| workflow:change-advisory-board-review | responsibility:review-architecture-changes | Responsibility |
| workflow:it-asset-lifecycle-management | responsibility:cost-optimization | Responsibility |
| workflow:it-asset-lifecycle-management | responsibility:dependency-audit | Responsibility |
| workflow:startup-mvp-validation | responsibility:data-quality-monitoring | Responsibility |
| workflow:startup-mvp-validation | responsibility:run-architecture-review | Responsibility |
| workflow:fundraising-due-diligence-preparation | responsibility:run-architecture-review | Responsibility |
| workflow:fundraising-due-diligence-preparation | responsibility:dependency-audit | Responsibility |
| workflow:product-market-fit-assessment | responsibility:data-quality-monitoring | Responsibility |
| workflow:product-market-fit-assessment | responsibility:retro-facilitation | Responsibility |
| workflow:environmental-impact-assessment | responsibility:data-quality-monitoring | Responsibility |
| workflow:environmental-impact-assessment | responsibility:write-rfc-documents | Responsibility |
| workflow:sustainability-metrics-review | responsibility:data-quality-monitoring | Responsibility |
| workflow:sustainability-metrics-review | responsibility:cost-optimization | Responsibility |
| workflow:scope3-emissions-tracking | responsibility:data-quality-monitoring | Responsibility |
| workflow:scope3-emissions-tracking | responsibility:vendor-evaluation | Responsibility |
| workflow:sustainability-supply-chain-audit | responsibility:vendor-evaluation | Responsibility |
| workflow:sustainability-supply-chain-audit | responsibility:dependency-audit | Responsibility |
| workflow:green-it-infrastructure-review | responsibility:cost-optimization | Responsibility |