| role:performance-profiler | responsibility:performance-budget-tracking | Responsibility |
| role:planner | responsibility:architecture-decision | Responsibility |
| role:planner | responsibility:sprint-planning | Responsibility |
| role:planner | responsibility:stakeholder-communication | Responsibility |
| role:refactor-bot | responsibility:code-review | Responsibility |
| role:refactor-bot | responsibility:performance-optimization | Responsibility |
| role:bug-triager | responsibility:triage-incoming-issues | Responsibility |
| role:bug-triager | responsibility:stakeholder-communication | Responsibility |
| role:release-manager-bot | responsibility:release-coordination | Responsibility |
| role:release-manager-bot | responsibility:changelog-maintenance | Responsibility |
| role:release-manager-bot | responsibility:deployment-management | Responsibility |
| role:changelog-writer | responsibility:changelog-maintenance | Responsibility |
| role:changelog-writer | responsibility:documentation | Responsibility |
| role:adr-writer | responsibility:adr-curation | Responsibility |
| role:adr-writer | responsibility:documentation | Responsibility |
| role:adr-writer | responsibility:architecture-decision | Responsibility |
| role:flaky-test-detector | responsibility:flaky-test-quarantine | Responsibility |
| role:flaky-test-detector | responsibility:test-strategy | Responsibility |
| role:perf-regression-detector | responsibility:performance-budget-tracking | Responsibility |
| role:perf-regression-detector | responsibility:performance-optimization | Responsibility |
| role:cost-tracker | responsibility:cost-optimization | Responsibility |
| role:cost-tracker | responsibility:budget-management | Responsibility |
| role:sre-runbook-author | responsibility:runbook-authoring | Responsibility |
| role:sre-runbook-author | responsibility:documentation | Responsibility |
| role:sre-runbook-author | responsibility:postmortem-writeup | Responsibility |
| role:dependency-updater-bot | responsibility:dependency-audit | Responsibility |
| role:dependency-updater-bot | responsibility:upgrade-dependencies-weekly | Responsibility |
| role:dependency-updater-bot | responsibility:security-review | Responsibility |
| role:security-scanner-bot | responsibility:security-review | Responsibility |
| role:security-scanner-bot | responsibility:run-security-scans | Responsibility |
| role:security-scanner-bot | responsibility:dependency-audit | Responsibility |
| role:data-engineer | responsibility:data-quality-monitoring | Responsibility |
| role:ml-engineer-convergent | responsibility:model-validation | Responsibility |
| role:ml-engineer-convergent | responsibility:performance-optimization | Responsibility |
| role:ml-engineer-convergent | responsibility:documentation | Responsibility |
| role:technical-writer-convergent | responsibility:documentation | Responsibility |
| role:technical-writer-convergent | responsibility:knowledge-sharing | Responsibility |
| role:technical-writer-convergent | responsibility:write-user-docs | Responsibility |
| role:cto | responsibility:approve-architecture | Responsibility |
| role:cto | responsibility:strategic-planning | Responsibility |
| role:sre-lead | responsibility:on-call | Responsibility |
| role:sre-lead | responsibility:incident-command | Responsibility |
| role:sre-lead | responsibility:slo-definition | Responsibility |
| role:sre-lead | responsibility:disaster-recovery | Responsibility |
| role:qa-lead | responsibility:test-strategy | Responsibility |
| role:qa-lead | responsibility:flaky-test-quarantine | Responsibility |
| role:qa-lead | responsibility:release-coordination | Responsibility |
| role:engineering-manager-convergent | responsibility:hiring | Responsibility |
| role:engineering-manager-convergent | responsibility:mentoring | Responsibility |
| role:engineering-manager-convergent | responsibility:sprint-planning | Responsibility |
| role:engineering-manager-convergent | responsibility:stakeholder-communication | Responsibility |
| role:staff-engineer-convergent | responsibility:architecture-decision | Responsibility |
| role:staff-engineer-convergent | responsibility:code-review | Responsibility |
| role:staff-engineer-convergent | responsibility:mentoring | Responsibility |
| role:staff-engineer-convergent | responsibility:adr-curation | Responsibility |
| role:firmware-engineer | responsibility:deployment-management | Responsibility |
| role:firmware-engineer | responsibility:test-strategy | Responsibility |
| role:fpga-engineer | responsibility:performance-optimization | Responsibility |
| role:fpga-engineer | responsibility:test-strategy | Responsibility |
| role:kernel-developer | responsibility:performance-optimization | Responsibility |
| role:kernel-developer | responsibility:security-audit | Responsibility |
| role:compiler-engineer | responsibility:performance-optimization | Responsibility |
| role:compiler-engineer | responsibility:code-review | Responsibility |
| role:graphics-engineer | responsibility:performance-optimization | Responsibility |
| role:graphics-engineer | responsibility:code-review | Responsibility |
| role:audio-engineer | responsibility:performance-optimization | Responsibility |
| role:audio-engineer | responsibility:test-strategy | Responsibility |
| role:networking-engineer | responsibility:performance-optimization | Responsibility |
| role:networking-engineer | responsibility:platform-reliability | Responsibility |
| role:protocol-engineer | responsibility:api-design-governance | Responsibility |
| role:protocol-engineer | responsibility:test-strategy | Responsibility |
| role:database-engineer | responsibility:performance-optimization | Responsibility |
| role:database-engineer | responsibility:data-quality | Responsibility |
| role:search-engineer | responsibility:search-relevance-quality | Responsibility |
| role:search-engineer | responsibility:performance-optimization | Responsibility |
| role:storage-engineer | responsibility:capacity-planning | Responsibility |
| role:storage-engineer | responsibility:disaster-recovery | Responsibility |
| role:streaming-engineer | responsibility:data-pipeline-reliability | Responsibility |
| role:streaming-engineer | responsibility:performance-optimization | Responsibility |
| role:real-time-systems-engineer | responsibility:platform-reliability | Responsibility |
| role:real-time-systems-engineer | responsibility:performance-optimization | Responsibility |
| role:test-automation-engineer | responsibility:test-strategy | Responsibility |
| role:test-automation-engineer | responsibility:code-review | Responsibility |
| role:accessibility-engineer | responsibility:accessibility-compliance | Responsibility |
| role:accessibility-engineer | responsibility:accessibility-wcag-compliance | Responsibility |
| role:localization-engineer | responsibility:localization-management | Responsibility |
| role:localization-engineer | responsibility:code-review | Responsibility |
| role:integration-engineer | responsibility:data-pipeline-reliability | Responsibility |
| role:integration-engineer | responsibility:api-design-governance | Responsibility |
| role:applied-scientist | responsibility:model-quality-assurance | Responsibility |
| role:applied-scientist | responsibility:research-design | Responsibility |
| role:machine-learning-ops-engineer | responsibility:model-drift-monitoring | Responsibility |
| role:machine-learning-ops-engineer | responsibility:inference-latency-sla | Responsibility |
| role:nlp-engineer | responsibility:model-quality-assurance | Responsibility |
| role:nlp-engineer | responsibility:model-training-quality | Responsibility |
| role:computer-vision-engineer | responsibility:model-quality-assurance | Responsibility |
| role:computer-vision-engineer | responsibility:model-training-quality | Responsibility |
| role:speech-engineer | responsibility:model-quality-assurance | Responsibility |
| role:speech-engineer | responsibility:inference-latency-sla | Responsibility |
| role:recommendation-engineer | responsibility:recommendation-quality | Responsibility |