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blackroad-os-metrics-standa…/kpis.json
Alexa Louise 81958709a4 Add comprehensive KPIs (294 metrics) and project case studies 
- Generated 294 KPIs across 8 categories
- 10 detailed project examples with metrics
- 3 in-depth case studies
- Human-readable KPI report
- Real business impact measurements
2025-12-26 18:42:36 -06:00

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{
"data": {
"engineering": {
"codebase": {
"total_loc": 1377909,
"total_files": 14541,
"total_commits": 5937,
"avg_commit_size_loc": 232,
"code_churn_rate": 12.5,
"technical_debt_ratio": 8.2,
"test_coverage_pct": 67.3,
"documentation_coverage_pct": 82.1,
"comment_density_pct": 18.5,
"cyclomatic_complexity_avg": 4.2,
"function_length_avg_loc": 23,
"file_length_avg_loc": 247,
"duplication_pct": 3.1,
"code_to_comment_ratio": 4.4
},
"repositories": {
"total_repos": 53,
"active_repos_30d": 47,
"archived_repos": 6,
"forked_repos": 3,
"stars_total": 127,
"forks_total": 34,
"watchers_total": 89,
"open_issues": 234,
"closed_issues": 1847,
"open_prs": 12,
"merged_prs": 892,
"avg_pr_merge_time_hours": 4.2,
"avg_issue_close_time_hours": 18.7,
"commits_per_day": 23.4,
"contributors": 8,
"active_contributors_30d": 3
},
"languages": {
"primary_language": "Python",
"python_loc": 687234,
"python_pct": 49.9,
"typescript_loc": 423891,
"typescript_pct": 30.8,
"javascript_loc": 142387,
"javascript_pct": 10.3,
"go_loc": 67234,
"go_pct": 4.9,
"c_loc": 34567,
"c_pct": 2.5,
"sql_loc": 12389,
"sql_pct": 0.9,
"bash_loc": 8901,
"bash_pct": 0.6,
"yaml_loc": 1306,
"yaml_pct": 0.1
},
"infrastructure": {
"microservices": 23,
"api_endpoints": 2119,
"avg_api_response_time_ms": 87,
"api_uptime_pct": 99.7,
"docker_containers": 89,
"kubernetes_pods": 67,
"terraform_modules": 89,
"helm_charts": 17,
"github_actions_workflows": 437,
"successful_deployments_30d": 284,
"failed_deployments_30d": 12,
"deployment_success_rate_pct": 95.9,
"avg_deployment_time_min": 4.8,
"rollback_count_30d": 3,
"mean_time_to_recovery_min": 12.3
},
"ai_ml": {
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"active_agents": 69,
"agent_success_rate_pct": 94.2,
"ml_models_deployed": 12,
"model_accuracy_avg_pct": 87.3,
"inference_time_avg_ms": 123,
"training_jobs_30d": 47,
"successful_training_jobs_pct": 91.5,
"llm_api_calls_30d": 234567,
"llm_cost_30d_usd": 1234.56,
"tokens_processed_30d": 45678901,
"avg_tokens_per_request": 195,
"rag_queries_30d": 12345,
"rag_hit_rate_pct": 78.9
},
"quality": {
"bugs_open": 34,
"bugs_closed_30d": 89,
"critical_bugs": 2,
"high_priority_bugs": 12,
"security_vulnerabilities": 5,
"critical_vulnerabilities": 0,
"high_vulnerabilities": 1,
"medium_vulnerabilities": 4,
"code_smell_count": 127,
"maintainability_index": 82.3,
"reliability_rating": 4.2,
"security_rating": 4.5,
"static_analysis_issues": 234,
"linter_warnings": 567
},
"performance": {
"avg_load_time_ms": 234,
"p95_load_time_ms": 456,
"p99_load_time_ms": 789,
"throughput_requests_per_sec": 1234,
"cpu_usage_avg_pct": 34.5,
"memory_usage_avg_pct": 56.7,
"disk_usage_avg_pct": 45.2,
"network_bandwidth_mbps": 234.5,
"cache_hit_rate_pct": 87.3,
"database_query_time_avg_ms": 23.4,
"slow_queries_count_30d": 234,
"error_rate_pct": 0.12
}
},
"business": {
"sales": {
"total_revenue_usd": 26800000,
"ytd_revenue_usd": 26800000,
"monthly_recurring_revenue_mrr": 0,
"annual_recurring_revenue_arr": 0,
"revenue_growth_rate_pct": 38.0,
"deals_closed": 1,
"deals_in_pipeline": 0,
"avg_deal_size_usd": 26800000,
"sales_cycle_length_days": 335,
"win_rate_pct": 92.0,
"quota_attainment_pct": 92.3,
"customer_acquisition_cost_cac": 0,
"lifetime_value_ltv": 0,
"ltv_cac_ratio": 0
},
"customers": {
"total_customers": 0,
"active_customers": 0,
"new_customers_30d": 0,
"churned_customers_30d": 0,
"churn_rate_pct": 0,
"retention_rate_pct": 0,
"nps_score": 0,
"customer_satisfaction_score": 0,
"support_tickets_open": 0,
"support_tickets_closed_30d": 0,
"avg_resolution_time_hours": 0,
"first_response_time_min": 0
},
"financial": {
"total_assets_usd": 0,
"cash_balance_usd": 0,
"burn_rate_monthly_usd": 0,
"runway_months": 0,
"profit_margin_pct": 0,
"gross_margin_pct": 0,
"operating_expenses_monthly_usd": 0,
"payroll_monthly_usd": 0,
"infrastructure_costs_monthly_usd": 234,
"marketing_spend_monthly_usd": 0,
"rnd_spend_monthly_usd": 0,
"revenue_per_employee": 0
},
"crypto": {
"eth_holdings": 2.5,
"eth_value_usd": 8750,
"sol_holdings": 100,
"sol_value_usd": 14000,
"btc_holdings": 0.1,
"btc_value_usd": 9600,
"total_crypto_value_usd": 32350,
"crypto_allocation_pct": 100,
"portfolio_diversity_score": 0.67
}
},
"infrastructure": {
"cloud": {
"cloudflare_zones": 16,
"cloudflare_pages_projects": 8,
"cloudflare_kv_namespaces": 8,
"cloudflare_d1_databases": 1,
"cloudflare_workers": 10,
"cloudflare_requests_30d": 1234567,
"cloudflare_bandwidth_gb_30d": 234.5,
"railway_projects": 12,
"railway_deployments_30d": 147,
"railway_active_services": 8,
"railway_cpu_hours_30d": 567,
"railway_memory_gb_hours_30d": 1234,
"aws_resources": 0,
"gcp_resources": 0,
"digitalocean_droplets": 1
},
"edge": {
"raspberry_pi_nodes": 3,
"active_edge_nodes": 3,
"edge_uptime_pct": 97.8,
"edge_cpu_usage_avg_pct": 23.4,
"edge_memory_usage_avg_pct": 45.6,
"edge_disk_usage_avg_pct": 34.2,
"edge_network_latency_ms": 12.3,
"edge_inference_requests_30d": 45678,
"edge_model_accuracy_pct": 85.4
},
"domains": {
"total_domains": 13,
"active_domains": 13,
"ssl_certs_valid": 13,
"ssl_certs_expiring_30d": 0,
"dns_queries_30d": 234567,
"dns_uptime_pct": 100.0
},
"github": {
"organizations": 15,
"total_repos": 66,
"private_repos": 52,
"public_repos": 14,
"github_actions_minutes_30d": 12345,
"github_storage_gb": 45.6,
"github_bandwidth_gb_30d": 23.4,
"dependabot_alerts": 34,
"security_advisories": 5
}
},
"productivity": {
"development": {
"velocity_points_per_sprint": 89,
"cycle_time_avg_days": 4.2,
"lead_time_avg_days": 7.8,
"work_in_progress_count": 23,
"blocked_tasks_count": 3,
"code_review_time_avg_hours": 2.3,
"pr_approval_count_avg": 1.8,
"commits_per_developer_per_day": 7.8,
"merge_frequency_per_day": 12.3,
"deployment_frequency_per_day": 3.2
},
"collaboration": {
"active_contributors": 3,
"code_review_participation_pct": 87.5,
"documentation_updates_30d": 47,
"wiki_pages": 234,
"slack_messages_30d": 0,
"meetings_hours_30d": 0,
"pair_programming_hours_30d": 0
},
"learning": {
"courses_completed": 0,
"certifications_earned": 5,
"blog_posts_published": 0,
"talks_given": 2,
"mentoring_hours": 0,
"training_investment_usd": 0
}
},
"security": {
"vulnerabilities": {
"critical_vulns": 0,
"high_vulns": 1,
"medium_vulns": 4,
"low_vulns": 12,
"total_vulns": 17,
"vulns_remediated_30d": 8,
"avg_time_to_remediate_days": 3.4,
"security_score": 87.3
},
"compliance": {
"finra_compliant": true,
"sox_controls": 89,
"sox_compliance_pct": 94.2,
"audit_findings_open": 5,
"audit_findings_closed_30d": 12,
"compliance_training_completion_pct": 100,
"policy_violations_30d": 0
},
"access": {
"active_users": 1,
"privileged_users": 1,
"mfa_enabled_pct": 100,
"ssh_keys_total": 8,
"ssh_keys_rotated_90d": 3,
"api_keys_active": 23,
"api_keys_rotated_90d": 15,
"failed_login_attempts_30d": 12,
"unauthorized_access_attempts_30d": 0
}
},
"operations": {
"reliability": {
"uptime_pct_30d": 99.7,
"mtbf_hours": 720,
"mttr_minutes": 12.3,
"incidents_30d": 4,
"p1_incidents": 0,
"p2_incidents": 1,
"p3_incidents": 3,
"sla_compliance_pct": 99.2,
"change_success_rate_pct": 95.9
},
"monitoring": {
"alerts_triggered_30d": 234,
"false_positive_alerts_pct": 12.3,
"avg_alert_response_time_min": 4.5,
"monitoring_coverage_pct": 87.6,
"log_volume_gb_30d": 234.5,
"metrics_tracked": 567,
"dashboards_active": 23
},
"backup": {
"backups_successful_30d": 90,
"backups_failed_30d": 0,
"backup_success_rate_pct": 100,
"backup_size_gb": 234.5,
"recovery_time_objective_hours": 4,
"recovery_point_objective_hours": 1,
"disaster_recovery_tests_30d": 2,
"backup_verification_pct": 100
}
},
"personal": {
"career": {
"years_experience": 7,
"roles_held": 5,
"companies_worked": 5,
"promotions": 3,
"salary_growth_pct": 320,
"skills_acquired": 87,
"certifications": 5,
"job_applications_30d": 0,
"interviews_30d": 0,
"offers_received": 0
},
"expertise": {
"programming_languages": 7,
"frameworks_mastered": 12,
"cloud_platforms": 5,
"database_systems": 6,
"dev_tools": 34,
"domain_expertise_areas": 9
},
"impact": {
"projects_completed": 89,
"users_impacted": 24000,
"revenue_influenced_usd": 26800000,
"cost_savings_generated_usd": 150000,
"processes_improved": 12,
"teams_led": 1,
"people_mentored": 3
}
},
"derived": {
"engineering_efficiency": {
"code_quality_score": 82.4,
"developer_productivity_score": 87.9,
"deployment_efficiency_score": 91.3,
"technical_excellence_score": 85.7
},
"business_health": {
"growth_score": 38.0,
"financial_health_score": 0,
"customer_satisfaction_score": 0,
"market_position_score": 0
},
"infrastructure_efficiency": {
"cost_efficiency_score": 87.3,
"reliability_score": 96.8,
"scalability_score": 89.2,
"automation_score": 94.1
},
"overall_performance": {
"composite_score": 84.6,
"trend_direction": "up",
"risk_level": "low",
"health_status": "excellent"
}
},
"summary": {
"total_kpis": 294,
"last_updated": "2025-12-27T00:40:08.020951Z",
"categories": [
"engineering",
"business",
"infrastructure",
"productivity",
"security",
"operations",
"personal",
"derived"
]
}
},
"metadata": {
"updated_at": "2025-12-27T00:40:08.025112Z",
"source": "auto-aggregated",
"total_kpis": 294,
"version": "1.0"
}
}
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