| responsibility:generate-changelogs | role:changelog-writer | Role |
| responsibility:generate-changelogs | role:release-manager-bot | Role |
| responsibility:on-call-rotation | role:sre-lead | Role |
| responsibility:on-call-rotation | role:devops-engineer | Role |
| responsibility:onboard-new-engineer | role:engineering-manager | Role |
| responsibility:onboard-new-engineer | role:tech-lead | Role |
| responsibility:respond-incidents | role:sre-lead | Role |
| responsibility:respond-incidents | role:incident-commander | Role |
| responsibility:ai-agent-adoption-strategy | role:ai-champion | Role |
| responsibility:ai-agent-adoption-strategy | role:staff-engineer | Role |
| responsibility:ai-agent-usage-review | role:ai-champion | Role |
| responsibility:ai-tooling-evaluation | role:ai-champion | Role |
| responsibility:ai-tooling-evaluation | role:ml-engineer | Role |
| responsibility:ai-safety-guardrails | role:ai-champion | Role |
| responsibility:ai-safety-guardrails | role:security-reviewer | Role |
| responsibility:ai-knowledge-sharing | role:ai-champion | Role |
| responsibility:ai-knowledge-sharing | role:technical-writer | Role |
| responsibility:run-architecture-review | role:tech-lead | Role |
| responsibility:run-architecture-review | role:staff-engineer | Role |
| responsibility:run-architecture-review | role:cto | Role |
| responsibility:retro-facilitation | role:engineering-manager | Role |
| responsibility:retro-facilitation | role:product-owner | Role |
| responsibility:cost-optimization | role:cost-tracker | Role |
| responsibility:cost-optimization | role:devops-engineer | Role |
| responsibility:cost-optimization | role:sre-lead | Role |
| responsibility:vendor-evaluation | role:staff-engineer | Role |
| responsibility:vendor-evaluation | role:security-engineer | Role |
| responsibility:vendor-evaluation | role:cto | Role |
| responsibility:code-review-coverage | role:code-reviewer | Role |
| responsibility:code-review-coverage | role:tech-lead | Role |
| responsibility:code-review-coverage | role:engineering-manager | Role |
| responsibility:dx-tooling-maintenance | role:devops-engineer | Role |
| responsibility:dx-tooling-maintenance | role:staff-engineer | Role |
| responsibility:adr-curation | role:adr-writer | Role |
| responsibility:adr-curation | role:staff-engineer | Role |
| responsibility:data-quality-monitoring | role:data-engineer | Role |
| responsibility:data-quality-monitoring | role:data-scientist | Role |
| responsibility:model-training-quality | role:ml-engineer | Role |
| responsibility:model-training-quality | role:applied-scientist | Role |
| responsibility:model-training-quality | role:nlp-engineer | Role |
| responsibility:annotation-accuracy | role:annotation-lead | Role |
| responsibility:annotation-accuracy | role:ai-trainer | Role |
| responsibility:data-labeling-consistency | role:annotation-lead | Role |
| responsibility:data-labeling-consistency | role:ai-trainer | Role |
| responsibility:data-labeling-consistency | role:data-steward | Role |
| responsibility:inference-latency-sla | role:ml-engineer | Role |
| responsibility:inference-latency-sla | role:machine-learning-ops-engineer | Role |
| responsibility:model-drift-monitoring | role:ml-engineer | Role |
| responsibility:model-drift-monitoring | role:machine-learning-ops-engineer | Role |
| responsibility:model-drift-monitoring | role:data-scientist | Role |
| responsibility:a-b-test-integrity | role:data-scientist | Role |
| responsibility:a-b-test-integrity | role:growth-engineer | Role |
| responsibility:a-b-test-integrity | role:conversion-rate-optimizer | Role |
| responsibility:experimentation-governance | role:data-scientist | Role |
| responsibility:experimentation-governance | role:product-manager | Role |
| responsibility:experimentation-governance | role:conversion-rate-optimizer | Role |
| responsibility:search-relevance-quality | role:search-engineer | Role |
| responsibility:recommendation-quality | role:recommendation-engineer | Role |
| responsibility:recommendation-quality | role:data-scientist | Role |
| responsibility:content-safety | role:compliance-engineer | Role |
| responsibility:content-safety | role:ml-engineer | Role |
| responsibility:brand-consistency | role:brand-designer | Role |
| responsibility:brand-consistency | role:brand-manager | Role |
| responsibility:brand-consistency | role:content-designer | Role |
| responsibility:accessibility-wcag-compliance | role:accessibility-engineer | Role |
| responsibility:accessibility-wcag-compliance | role:accessibility-specialist | Role |
| responsibility:accessibility-wcag-compliance | role:frontend-engineer | Role |
| responsibility:performance-budget-enforcement | role:frontend-engineer | Role |
| responsibility:performance-budget-enforcement | role:performance-engineer | Role |
| responsibility:performance-budget-enforcement | role:motion-designer | Role |
| responsibility:dependency-security | role:appsec-engineer | Role |
| responsibility:dependency-security | role:security-engineer | Role |
| responsibility:supply-chain-integrity | role:security-engineer | Role |
| responsibility:supply-chain-integrity | role:appsec-engineer | Role |
| responsibility:supply-chain-integrity | role:release-engineer | Role |
| responsibility:zero-day-response | role:security-engineer | Role |
| responsibility:zero-day-response | role:red-team-lead | Role |
| responsibility:zero-day-response | role:sre | Role |
| responsibility:security-incident-triage | role:soc-analyst | Role |
| responsibility:security-incident-triage | role:threat-analyst | Role |
| responsibility:security-incident-triage | role:blue-team-lead | Role |
| responsibility:data-retention-compliance | role:data-steward | Role |
| responsibility:data-retention-compliance | role:data-governance-lead | Role |
| responsibility:data-retention-compliance | role:compliance-engineer | Role |
| responsibility:gdpr-compliance | role:privacy-engineer | Role |
| responsibility:gdpr-compliance | role:compliance-officer | Role |
| responsibility:gdpr-compliance | role:data-governance-lead | Role |
| responsibility:soc2-compliance | role:compliance-officer | Role |
| responsibility:soc2-compliance | role:security-engineer | Role |
| responsibility:pci-compliance | role:security-engineer | Role |
| responsibility:pci-compliance | role:compliance-officer | Role |
| responsibility:hipaa-compliance | role:compliance-officer | Role |
| responsibility:hipaa-compliance | role:security-engineer | Role |
| responsibility:hipaa-compliance | role:privacy-engineer | Role |
| responsibility:uptime-sla | role:sre | Role |
| responsibility:uptime-sla | role:platform-engineer | Role |
| responsibility:uptime-sla | role:infrastructure-engineer | Role |
| responsibility:error-budget-management | role:sre | Role |
| responsibility:error-budget-management | role:engineering-manager | Role |
| responsibility:on-call-rotation-fairness | role:engineering-manager | Role |