mcp-adr-analysis-server

# 🏢 How-To: Large Team Scaling **Scale MCP ADR Analysis Server for enterprise teams with hundreds of developers across multiple projects and repositories.** **When to use this guide**: Managing ADRs for 50+ developers, multiple product teams, distributed organizations, or enterprise-scale architectural governance. --- ## 🎯 Quick Enterprise Setup ### Multi-Repository Architecture **Most Common Use Case**: Coordinate architectural decisions across multiple repositories and teams. ```yaml # .github/workflows/enterprise-adr-sync.yml name: Enterprise ADR Synchronization on: schedule: - cron: '0 */6 * * *' # Every 6 hours workflow_dispatch: jobs: sync-adrs: runs-on: ubuntu-latest strategy: matrix: repository: - frontend-platform - backend-services - mobile-apps - infrastructure - data-platform steps: - name: Sync ADRs Across Repositories env: GITHUB_TOKEN: ${{ secrets.ENTERPRISE_GITHUB_TOKEN }} OPENROUTER_API_KEY: ${{ secrets.OPENROUTER_API_KEY }} run: | echo "🔄 Syncing ADRs for ${{ matrix.repository }}" # Cross-repository ADR synchronization ``` ### Federated ADR Governance ```json { "enterprise_adr_config": { "governance_model": "federated", "organization_level": { "required_adrs": ["security-standards", "data-governance", "compliance-framework"], "approval_authority": ["architecture-council", "security-team"] }, "team_level": { "autonomy_scope": ["technology-choices", "implementation-patterns", "local-architecture"], "escalation_triggers": [ "cross-team-impact", "security-implications", "compliance-requirements" ] } } } ``` --- ## 🏗️ Enterprise Architecture Patterns ### 1. Hub-and-Spoke ADR Management **Central Architecture Team + Autonomous Product Teams** ```yaml # Enterprise ADR structure enterprise_structure: central_hub: path: 'enterprise-./adrs/' scope: 'organization-wide' owners: ['architecture-council'] product_spokes: - name: 'ecommerce-platform' path: 'products/ecommerce/./adrs/' owners: ['ecommerce-architects'] - name: 'payment-services' path: 'products/payments/./adrs/' owners: ['payments-team'] - name: 'user-platform' path: 'products/users/./adrs/' owners: ['user-platform-team'] ``` **Implementation:** ```bash #!/bin/bash # scripts/enterprise-adr-setup.sh echo "🏢 Setting up enterprise ADR structure..." # Create central hub mkdir -p enterprise-./adrs/{security,compliance,architecture,data} # Create product spokes for product in ecommerce payments users analytics; do mkdir -p "products/$product/adrs" # Copy enterprise templates cp enterprise-./adrs/templates/* "products/$product/./adrs/" echo "✅ Created ADR structure for $product" done echo "🎯 Enterprise ADR structure ready" ``` ### 2. Matrix Organization Support **Cross-Functional Teams + Domain Expertise** ```json { "matrix_organization": { "functional_teams": { "security": { "repositories": ["all"], "adr_types": ["security-*", "*-compliance", "*-privacy"], "review_authority": "mandatory" }, "platform": { "repositories": ["infrastructure", "platform-*"], "adr_types": ["infrastructure-*", "platform-*"], "review_authority": "advisory" }, "data": { "repositories": ["data-*", "*-analytics"], "adr_types": ["data-*", "*-analytics", "*-ml"], "review_authority": "mandatory" } }, "product_teams": { "autonomy_level": "high", "escalation_matrix": { "security_impact": "security-team", "platform_impact": "platform-team", "data_impact": "data-team" } } } } ``` ### 3. Geographic Distribution **Multi-Region Teams with Time Zone Considerations** ```yaml # .github/workflows/global-adr-coordination.yml name: Global ADR Coordination on: pull_request: paths: ['**/./adrs/**'] jobs: coordinate-reviews: runs-on: ubuntu-latest steps: - name: Determine Review Regions id: regions run: | # Determine which regions need to review based on impact echo "regions=us-east,eu-west,asia-pacific" >> $GITHUB_OUTPUT - name: Schedule Async Reviews run: | echo "📅 Scheduling reviews across time zones..." # 24-hour review window for global teams - name: Notify Regional Teams run: | echo "🌍 Notifying regional architecture teams..." # Region-specific notifications ``` --- ## 📊 Enterprise Metrics and Governance ### 1. Organization-Wide ADR Dashboard ```yaml # .github/workflows/enterprise-dashboard.yml name: Enterprise ADR Dashboard on: schedule: - cron: '0 8 * * 1' # Monday mornings workflow_dispatch: jobs: generate-dashboard: runs-on: ubuntu-latest steps: - name: Collect Cross-Repository Metrics env: GITHUB_TOKEN: ${{ secrets.ENTERPRISE_GITHUB_TOKEN }} run: | echo "📊 Collecting enterprise ADR metrics..." # Metrics to collect: # - ADR coverage per team/repository # - Decision implementation rates # - Cross-team impact analysis # - Compliance adherence scores - name: Generate Executive Summary run: | echo "📈 Generating executive dashboard..." # High-level metrics for leadership - name: Update Confluence/SharePoint run: | echo "📋 Updating enterprise documentation..." # Push to enterprise documentation platform ``` ### 2. Compliance and Audit Tracking ```json { "compliance_framework": { "regulations": ["SOX", "GDPR", "HIPAA", "PCI-DSS"], "audit_requirements": { "decision_traceability": "mandatory", "approval_workflows": "documented", "change_impact_analysis": "required", "retention_period": "7_years" }, "automated_checks": { "security_decisions": "all_changes", "data_decisions": "data_related_changes", "financial_decisions": "payment_related_changes" } } } ``` ### 3. Performance at Scale ```yaml # Enterprise performance configuration performance_config: analysis_optimization: batch_processing: true parallel_repositories: 10 cache_strategy: 'distributed' resource_management: memory_limit: '8GB' cpu_cores: 4 timeout_minutes: 30 scaling_thresholds: repositories: 100 developers: 500 adrs_per_month: 1000 ``` --- ## 🔄 Workflow Orchestration ### 1. Enterprise ADR Lifecycle ```mermaid graph TD A[Proposal] --> B[Impact Analysis] B --> C[Stakeholder Review] C --> D[Architecture Council] D --> E[Security Review] E --> F[Compliance Check] F --> G[Implementation] G --> H[Validation] H --> I[Documentation] I --> J[Knowledge Sharing] ``` **Implementation:** ```yaml # .github/workflows/enterprise-adr-lifecycle.yml name: Enterprise ADR Lifecycle on: pull_request: paths: ['**/./adrs/**'] jobs: impact-analysis: runs-on: ubuntu-latest steps: - name: Analyze Cross-Team Impact run: | echo "🔍 Analyzing impact across teams..." # Identify affected teams and systems stakeholder-review: needs: impact-analysis runs-on: ubuntu-latest steps: - name: Notify Stakeholders run: | echo "👥 Notifying relevant stakeholders..." # Auto-assign reviewers based on impact architecture-council: needs: stakeholder-review if: contains(github.event.pull_request.labels.*.name, 'architecture-council-review') runs-on: ubuntu-latest steps: - name: Schedule Council Review run: | echo "🏛️ Scheduling architecture council review..." security-review: needs: stakeholder-review if: contains(github.event.pull_request.labels.*.name, 'security-impact') runs-on: ubuntu-latest steps: - name: Security Team Review run: | echo "🔒 Initiating security review..." compliance-check: needs: [architecture-council, security-review] runs-on: ubuntu-latest steps: - name: Compliance Validation run: | echo "📋 Validating compliance requirements..." ``` ### 2. Automated Escalation ```yaml # Escalation rules for enterprise teams escalation_rules: time_based: - trigger: 'no_response_24h' action: 'notify_manager' - trigger: 'no_response_48h' action: 'escalate_to_director' impact_based: - trigger: 'high_impact_decision' action: 'require_architecture_council' - trigger: 'security_implications' action: 'require_security_team' - trigger: 'compliance_risk' action: 'require_legal_review' complexity_based: - trigger: 'cross_team_dependencies > 3' action: 'schedule_design_review' - trigger: 'technical_debt_impact > high' action: 'require_tech_lead_approval' ``` ### 3. Knowledge Management Integration ```yaml # Integration with enterprise knowledge systems knowledge_integration: confluence: auto_publish: true spaces: ['Architecture', 'Engineering', 'Security'] sharepoint: document_library: 'Architecture Decisions' approval_workflow: true slack: channels: ['#architecture', '#engineering-leads'] notifications: ['new_adr', 'decision_approved', 'implementation_complete'] teams: channels: ['Architecture Council', 'Security Team'] meeting_integration: true ``` --- ## 🚀 Technology and Tool Integration ### 1. Enterprise Tool Stack ```yaml # Enterprise integration configuration enterprise_tools: identity_management: provider: 'Azure AD / Okta' sso_integration: true rbac_mapping: true project_management: jira_integration: project_keys: ['ARCH', 'SEC', 'PLAT'] issue_linking: true communication: slack_enterprise: workspace_integration: true channel_automation: true documentation: confluence_integration: space_automation: true template_management: true monitoring: datadog_integration: custom_metrics: true dashboard_automation: true ``` ### 2. API Gateway for Enterprise Access ```typescript // Enterprise API gateway configuration interface EnterpriseConfig { authentication: { provider: 'enterprise-sso'; tokenValidation: 'jwt'; roleBasedAccess: true; }; rateLimit: { perUser: 1000; perTeam: 10000; perOrganization: 100000; }; audit: { logAllRequests: true; retentionPeriod: '7years'; complianceReporting: true; }; } ``` ### 3. Multi-Tenant Architecture ```yaml # Multi-tenant configuration for large organizations multi_tenant_config: tenant_isolation: data_separation: 'strict' resource_quotas: 'per_tenant' tenant_management: auto_provisioning: true billing_integration: true usage_analytics: true customization: branding: 'per_tenant' workflows: 'configurable' integrations: 'tenant_specific' ``` --- ## 📈 Scaling Strategies ### 1. Horizontal Scaling ```yaml # Kubernetes deployment for enterprise scale apiVersion: apps/v1 kind: Deployment metadata: name: mcp-adr-analysis-enterprise spec: replicas: 10 selector: matchLabels: app: mcp-adr-analysis template: spec: containers: - name: mcp-adr-server image: mcp-adr-analysis:enterprise resources: requests: memory: '2Gi' cpu: '1000m' limits: memory: '4Gi' cpu: '2000m' env: - name: EXECUTION_MODE value: 'full' - name: CACHE_STRATEGY value: 'distributed' ``` ### 2. Performance Optimization ```typescript // Enterprise performance configuration interface PerformanceConfig { caching: { strategy: 'distributed-redis'; ttl: 3600; // 1 hour maxSize: '10GB'; }; processing: { batchSize: 100; parallelWorkers: 8; queueManagement: 'priority-based'; }; optimization: { lazyLoading: true; incrementalAnalysis: true; resultCaching: true; }; } ``` ### 3. Disaster Recovery ```yaml # Enterprise disaster recovery disaster_recovery: backup_strategy: frequency: 'hourly' retention: '30_days' cross_region: true failover: automatic: true rto: '15_minutes' # Recovery Time Objective rpo: '5_minutes' # Recovery Point Objective monitoring: health_checks: 'continuous' alerting: 'multi_channel' escalation: 'automated' ``` --- ## 🔒 Enterprise Security and Compliance ### 1. Security Architecture ```yaml # Enterprise security configuration security_architecture: network_security: vpc_isolation: true private_subnets: true waf_protection: true data_protection: encryption_at_rest: 'AES-256' encryption_in_transit: 'TLS-1.3' key_management: 'enterprise-hsm' access_control: zero_trust: true mfa_required: true session_management: 'enterprise-grade' ``` ### 2. Compliance Automation ```yaml # .github/workflows/compliance-automation.yml name: Compliance Automation on: schedule: - cron: '0 2 * * *' # Daily compliance checks jobs: sox-compliance: if: contains(github.repository.topics, 'sox-regulated') runs-on: ubuntu-latest steps: - name: SOX Compliance Check run: | echo "📋 Running SOX compliance validation..." gdpr-compliance: if: contains(github.repository.topics, 'gdpr-applicable') runs-on: ubuntu-latest steps: - name: GDPR Compliance Check run: | echo "🇪🇺 Running GDPR compliance validation..." hipaa-compliance: if: contains(github.repository.topics, 'hipaa-regulated') runs-on: ubuntu-latest steps: - name: HIPAA Compliance Check run: | echo "🏥 Running HIPAA compliance validation..." ``` --- ## 📚 Enterprise Best Practices ### 1. Governance Framework - **Clear Authority**: Define decision-making authority at each level - **Escalation Paths**: Establish clear escalation procedures - **Accountability**: Assign ownership for architectural decisions - **Transparency**: Ensure decisions are visible across the organization ### 2. Change Management - **Impact Assessment**: Analyze cross-team and system impacts - **Stakeholder Engagement**: Involve all affected parties - **Communication**: Maintain clear communication channels - **Training**: Provide ongoing training and support ### 3. Quality Assurance - **Standardization**: Establish organization-wide standards - **Automation**: Automate compliance and quality checks - **Monitoring**: Continuous monitoring of decision outcomes - **Improvement**: Regular process improvement cycles --- ## 🔗 Related Documentation - **[Team Collaboration](../tutorials/team-collaboration.md)** - Multi-team collaboration patterns - **[CI/CD Integration](cicd-integration.md)** - Enterprise CI/CD workflows - **[Security Analysis](security-analysis.md)** - Enterprise security practices --- **Need help scaling for your enterprise?** → **[File an Issue](https://github.com/tosin2013/mcp-adr-analysis-server/issues)** or **[Contact Enterprise Support](mailto:enterprise@mcp-adr-analysis.com)**