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master da27b9faa9 release orchestration strengthening

2026-01-17 21:32:08 +02:00

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Multi-Region / Federation

Overview

Multi-Region Federation extends the Release Orchestrator to support geographically distributed deployments across multiple regions, data centers, and cloud providers. This enhancement provides cross-region promotion orchestration, region-aware agent assignment, evidence replication, and federated release management.

This is a best-in-class implementation that enables global enterprises to manage releases across their entire infrastructure while maintaining consistency, compliance, and operational control.

Design Principles

Region Autonomy: Each region operates independently; central coordination doesn't create dependencies
Eventual Consistency: Regions sync state asynchronously; local operations never blocked by remote failures
Data Sovereignty: Evidence and audit logs respect regional data residency requirements
Blast Radius Isolation: Regional failures don't cascade to other regions
Global Visibility: Single pane of glass for cross-region release status
Configurable Latency: Trade-off between consistency and performance

Architecture

Component Overview

┌────────────────────────────────────────────────────────────────────────┐
│                    Multi-Region Federation                             │
├────────────────────────────────────────────────────────────────────────┤
│                                                                        │
│  ┌──────────────────┐    ┌───────────────────┐    ┌─────────────────┐ │
│  │ FederationHub    │───▶│ RegionCoordinator │───▶│ CrossRegionSync │ │
│  │                  │    │                   │    │                 │ │
│  └──────────────────┘    └───────────────────┘    └─────────────────┘ │
│           │                       │                        │          │
│           ▼                       ▼                        ▼          │
│  ┌──────────────────┐    ┌───────────────────┐    ┌─────────────────┐ │
│  │ RegionRegistry   │    │ PromotionOrch     │    │ EvidenceRepl    │ │
│  │                  │    │                   │    │                 │ │
│  └──────────────────┘    └───────────────────┘    └─────────────────┘ │
│           │                       │                        │          │
│           ▼                       ▼                        ▼          │
│  ┌──────────────────┐    ┌───────────────────┐    ┌─────────────────┐ │
│  │ LatencyRouter    │    │ ConflictResolver  │    │ GlobalDashboard │ │
│  │                  │    │                   │    │                 │ │
│  └──────────────────┘    └───────────────────┘    └─────────────────┘ │
│                                                                        │
└────────────────────────────────────────────────────────────────────────┘

                              Federation Topology

    ┌─────────────────┐         ┌─────────────────┐
    │   Region: US    │◄───────▶│   Region: EU    │
    │   (Primary)     │         │   (Secondary)   │
    └────────┬────────┘         └────────┬────────┘
             │                           │
             │                           │
             ▼                           ▼
    ┌─────────────────┐         ┌─────────────────┐
    │   Region: APAC  │◄───────▶│   Region: LATAM │
    │   (Secondary)   │         │   (Secondary)   │
    └─────────────────┘         └─────────────────┘

Key Components

1. FederationHub

Central coordination point for multi-region operations:

public sealed class FederationHub
{
    private readonly IRegionRegistry _regionRegistry;
    private readonly ICrossRegionSync _sync;

    public async Task<Federation> CreateFederationAsync(
        FederationConfig config,
        CancellationToken ct)
    {
        var federation = new Federation
        {
            Id = Guid.NewGuid(),
            Name = config.Name,
            PrimaryRegionId = config.PrimaryRegionId,
            Regions = config.Regions,
            SyncPolicy = config.SyncPolicy,
            ConflictPolicy = config.ConflictPolicy,
            CreatedAt = _timeProvider.GetUtcNow()
        };

        // Register with all regions
        foreach (var region in config.Regions)
        {
            await RegisterFederationWithRegionAsync(federation, region, ct);
        }

        await _federationStore.SaveAsync(federation, ct);
        return federation;
    }

    public async Task<FederationStatus> GetStatusAsync(
        Guid federationId,
        CancellationToken ct)
    {
        var federation = await _federationStore.GetAsync(federationId, ct);
        var status = new FederationStatus
        {
            FederationId = federationId,
            CheckedAt = _timeProvider.GetUtcNow()
        };

        // Query each region
        await Parallel.ForEachAsync(federation.Regions, ct, async (region, ct) =>
        {
            try
            {
                var regionStatus = await GetRegionStatusAsync(region, ct);
                status.RegionStatuses[region.Id] = regionStatus;
            }
            catch (Exception ex)
            {
                status.RegionStatuses[region.Id] = new RegionStatus
                {
                    RegionId = region.Id,
                    Status = RegionHealthStatus.Unreachable,
                    Error = ex.Message
                };
            }
        });

        // Calculate overall health
        status.OverallHealth = CalculateOverallHealth(status.RegionStatuses.Values);
        status.SyncLag = CalculateSyncLag(status.RegionStatuses.Values);

        return status;
    }

    public async Task<GlobalRelease> CreateGlobalReleaseAsync(
        GlobalReleaseConfig config,
        CancellationToken ct)
    {
        var globalRelease = new GlobalRelease
        {
            Id = Guid.NewGuid(),
            FederationId = config.FederationId,
            Name = config.Name,
            Version = config.Version,
            Components = config.Components,
            RegionalOverrides = config.RegionalOverrides,
            RolloutStrategy = config.RolloutStrategy,
            CreatedAt = _timeProvider.GetUtcNow(),
            Status = GlobalReleaseStatus.Draft
        };

        // Create regional release records
        var federation = await _federationStore.GetAsync(config.FederationId, ct);
        foreach (var region in federation.Regions)
        {
            var regionalRelease = CreateRegionalRelease(globalRelease, region);
            globalRelease.RegionalReleases[region.Id] = regionalRelease;
        }

        await _globalReleaseStore.SaveAsync(globalRelease, ct);
        return globalRelease;
    }
}

public sealed record Federation
{
    public Guid Id { get; init; }
    public string Name { get; init; }
    public Guid PrimaryRegionId { get; init; }
    public ImmutableArray<RegionConfig> Regions { get; init; }
    public SyncPolicy SyncPolicy { get; init; }
    public ConflictPolicy ConflictPolicy { get; init; }
    public DateTimeOffset CreatedAt { get; init; }
}

public sealed record GlobalRelease
{
    public Guid Id { get; init; }
    public Guid FederationId { get; init; }
    public string Name { get; init; }
    public string Version { get; init; }
    public GlobalReleaseStatus Status { get; init; }

    // Components
    public ImmutableArray<ReleaseComponent> Components { get; init; }
    public ImmutableDictionary<Guid, RegionalOverride> RegionalOverrides { get; init; }

    // Rollout
    public GlobalRolloutStrategy RolloutStrategy { get; init; }
    public ImmutableDictionary<Guid, RegionalRelease> RegionalReleases { get; init; }

    // Timing
    public DateTimeOffset CreatedAt { get; init; }
    public DateTimeOffset? StartedAt { get; init; }
    public DateTimeOffset? CompletedAt { get; init; }
}

2. RegionCoordinator

Coordinates operations across regions:

public sealed class RegionCoordinator
{
    public async Task<GlobalPromotionResult> PromoteGloballyAsync(
        GlobalPromotionRequest request,
        CancellationToken ct)
    {
        var globalRelease = await _globalReleaseStore.GetAsync(request.GlobalReleaseId, ct);
        var federation = await _federationStore.GetAsync(globalRelease.FederationId, ct);

        var result = new GlobalPromotionResult
        {
            RequestId = Guid.NewGuid(),
            GlobalReleaseId = request.GlobalReleaseId,
            StartedAt = _timeProvider.GetUtcNow()
        };

        // Determine promotion order based on strategy
        var promotionOrder = DeterminePromotionOrder(
            federation.Regions,
            globalRelease.RolloutStrategy);

        foreach (var wave in promotionOrder)
        {
            _logger.LogInformation(
                "Starting promotion wave {Wave} for regions: {Regions}",
                wave.Order, string.Join(", ", wave.Regions.Select(r => r.Name)));

            // Promote regions in this wave concurrently
            var waveResults = await PromoteWaveAsync(globalRelease, wave, ct);
            result.WaveResults.Add(wave.Order, waveResults);

            // Check for failures
            if (waveResults.Any(r => r.Status == RegionalPromotionStatus.Failed))
            {
                if (globalRelease.RolloutStrategy.StopOnFailure)
                {
                    result.Status = GlobalPromotionStatus.PartialFailure;
                    result.FailedAt = _timeProvider.GetUtcNow();
                    result.FailureReason = "Regional promotion failed, stopping rollout";
                    return result;
                }
            }

            // Wait for wave stabilization
            if (wave.StabilizationPeriod.HasValue)
            {
                await Task.Delay(wave.StabilizationPeriod.Value, ct);
            }
        }

        result.Status = GlobalPromotionStatus.Succeeded;
        result.CompletedAt = _timeProvider.GetUtcNow();
        return result;
    }

    private ImmutableArray<PromotionWave> DeterminePromotionOrder(
        ImmutableArray<RegionConfig> regions,
        GlobalRolloutStrategy strategy)
    {
        return strategy.Type switch
        {
            GlobalRolloutType.Sequential =>
                regions.Select((r, i) => new PromotionWave
                {
                    Order = i,
                    Regions = ImmutableArray.Create(r),
                    StabilizationPeriod = strategy.StabilizationPeriod
                }).ToImmutableArray(),

            GlobalRolloutType.Parallel =>
                ImmutableArray.Create(new PromotionWave
                {
                    Order = 0,
                    Regions = regions,
                    StabilizationPeriod = null
                }),

            GlobalRolloutType.Canary =>
                CreateCanaryWaves(regions, strategy),

            GlobalRolloutType.FollowTheSun =>
                CreateFollowTheSunWaves(regions),

            GlobalRolloutType.Custom =>
                strategy.CustomWaves ?? throw new InvalidOperationException("Custom waves not defined"),

            _ => throw new UnsupportedStrategyException(strategy.Type)
        };
    }

    private ImmutableArray<PromotionWave> CreateCanaryWaves(
        ImmutableArray<RegionConfig> regions,
        GlobalRolloutStrategy strategy)
    {
        var canaryRegion = regions.FirstOrDefault(r => r.IsCanary)
            ?? regions.First();

        var remainingRegions = regions.Where(r => r.Id != canaryRegion.Id).ToImmutableArray();

        return ImmutableArray.Create(
            new PromotionWave
            {
                Order = 0,
                Regions = ImmutableArray.Create(canaryRegion),
                StabilizationPeriod = strategy.CanaryStabilizationPeriod
            },
            new PromotionWave
            {
                Order = 1,
                Regions = remainingRegions,
                StabilizationPeriod = strategy.StabilizationPeriod
            }
        );
    }

    private async Task<ImmutableArray<RegionalPromotionResult>> PromoteWaveAsync(
        GlobalRelease globalRelease,
        PromotionWave wave,
        CancellationToken ct)
    {
        var results = new ConcurrentBag<RegionalPromotionResult>();

        await Parallel.ForEachAsync(wave.Regions, ct, async (region, ct) =>
        {
            var regionalRelease = globalRelease.RegionalReleases[region.Id];
            var result = await PromoteRegionallyAsync(region, regionalRelease, ct);
            results.Add(result);
        });

        return results.ToImmutableArray();
    }
}

public enum GlobalRolloutType
{
    Sequential,     // One region at a time
    Parallel,       // All regions simultaneously
    Canary,         // Canary region first, then all others
    FollowTheSun,   // Based on timezone/business hours
    Custom          // User-defined waves
}

3. CrossRegionSync

Handles data synchronization across regions:

public sealed class CrossRegionSync
{
    private readonly IRegionConnectionPool _connectionPool;

    public async Task SyncAsync(
        SyncRequest request,
        CancellationToken ct)
    {
        var federation = await _federationStore.GetAsync(request.FederationId, ct);
        var sourceRegion = federation.Regions.First(r => r.Id == request.SourceRegionId);

        // Get changes since last sync
        var changes = await GetChangesSinceAsync(
            sourceRegion, request.SinceTimestamp, ct);

        if (!changes.Any())
        {
            _logger.LogDebug("No changes to sync from {Region}", sourceRegion.Name);
            return;
        }

        // Sync to target regions
        var targetRegions = federation.Regions
            .Where(r => r.Id != request.SourceRegionId)
            .Where(r => request.TargetRegionIds?.Contains(r.Id) ?? true);

        foreach (var targetRegion in targetRegions)
        {
            await SyncToRegionAsync(changes, targetRegion, federation.SyncPolicy, ct);
        }
    }

    private async Task SyncToRegionAsync(
        IReadOnlyList<SyncChange> changes,
        RegionConfig targetRegion,
        SyncPolicy policy,
        CancellationToken ct)
    {
        var connection = await _connectionPool.GetConnectionAsync(targetRegion, ct);

        try
        {
            foreach (var change in changes)
            {
                // Check for conflicts
                var conflict = await CheckForConflictAsync(connection, change, ct);

                if (conflict != null)
                {
                    var resolution = await ResolveConflictAsync(conflict, policy, ct);
                    if (resolution.Action == ConflictAction.Skip)
                        continue;

                    change = ApplyResolution(change, resolution);
                }

                // Apply change
                await ApplyChangeAsync(connection, change, ct);
            }
        }
        finally
        {
            _connectionPool.ReturnConnection(connection);
        }
    }

    private async Task<SyncConflict?> CheckForConflictAsync(
        IRegionConnection connection,
        SyncChange change,
        CancellationToken ct)
    {
        var existingRecord = await connection.GetByIdAsync(change.EntityType, change.EntityId, ct);
        if (existingRecord == null)
            return null;

        // Check version/timestamp
        if (existingRecord.Version > change.Version)
        {
            return new SyncConflict
            {
                Change = change,
                ExistingRecord = existingRecord,
                ConflictType = ConflictType.VersionConflict
            };
        }

        if (existingRecord.ModifiedAt > change.Timestamp)
        {
            return new SyncConflict
            {
                Change = change,
                ExistingRecord = existingRecord,
                ConflictType = ConflictType.ConcurrentModification
            };
        }

        return null;
    }
}

public sealed record SyncPolicy
{
    public SyncMode Mode { get; init; }
    public TimeSpan SyncInterval { get; init; }
    public int MaxBatchSize { get; init; }
    public bool SyncEvidence { get; init; }
    public bool SyncAuditLogs { get; init; }
    public ConflictResolutionStrategy ConflictStrategy { get; init; }
    public DataResidencyPolicy DataResidency { get; init; }
}

public enum SyncMode
{
    RealTime,           // Immediate sync on changes
    Scheduled,          // Periodic sync
    OnDemand,           // Manual sync only
    EventDriven         // Sync on specific events
}

public enum ConflictResolutionStrategy
{
    PrimaryWins,        // Primary region always wins
    LastWriteWins,      // Most recent modification wins
    MergeFields,        // Merge non-conflicting fields
    ManualReview        // Queue for human review
}

4. EvidenceReplicator

Replicates evidence across regions with data residency compliance:

public sealed class EvidenceReplicator
{
    public async Task ReplicateEvidenceAsync(
        EvidencePacket evidence,
        Federation federation,
        CancellationToken ct)
    {
        var sourceRegion = await DetermineSourceRegionAsync(evidence, ct);
        var replicationPlan = await CreateReplicationPlanAsync(
            evidence, federation, sourceRegion, ct);

        foreach (var target in replicationPlan.Targets)
        {
            try
            {
                await ReplicateToRegionAsync(evidence, target, replicationPlan.Policy, ct);
            }
            catch (Exception ex)
            {
                _logger.LogError(ex,
                    "Failed to replicate evidence {EvidenceId} to region {RegionId}",
                    evidence.Id, target.RegionId);

                // Queue for retry if required
                if (replicationPlan.Policy.RequireAllRegions)
                {
                    await QueueForRetryAsync(evidence, target, ct);
                }
            }
        }
    }

    private async Task<EvidenceReplicationPlan> CreateReplicationPlanAsync(
        EvidencePacket evidence,
        Federation federation,
        RegionConfig sourceRegion,
        CancellationToken ct)
    {
        var plan = new EvidenceReplicationPlan
        {
            EvidenceId = evidence.Id,
            SourceRegionId = sourceRegion.Id,
            Policy = federation.SyncPolicy
        };

        foreach (var region in federation.Regions.Where(r => r.Id != sourceRegion.Id))
        {
            // Check data residency requirements
            var residencyCheck = await CheckDataResidencyAsync(evidence, region, ct);

            if (residencyCheck.Allowed)
            {
                plan.Targets.Add(new ReplicationTarget
                {
                    RegionId = region.Id,
                    ReplicationType = ReplicationType.Full
                });
            }
            else if (residencyCheck.AllowRedacted)
            {
                plan.Targets.Add(new ReplicationTarget
                {
                    RegionId = region.Id,
                    ReplicationType = ReplicationType.Redacted,
                    RedactionRules = residencyCheck.RedactionRules
                });
            }
            else
            {
                _logger.LogInformation(
                    "Evidence {EvidenceId} cannot be replicated to {Region} due to data residency",
                    evidence.Id, region.Name);

                // Store reference only
                plan.Targets.Add(new ReplicationTarget
                {
                    RegionId = region.Id,
                    ReplicationType = ReplicationType.ReferenceOnly
                });
            }
        }

        return plan;
    }

    private async Task ReplicateToRegionAsync(
        EvidencePacket evidence,
        ReplicationTarget target,
        SyncPolicy policy,
        CancellationToken ct)
    {
        var connection = await _connectionPool.GetConnectionAsync(target.RegionId, ct);

        var payload = target.ReplicationType switch
        {
            ReplicationType.Full => evidence,
            ReplicationType.Redacted => RedactEvidence(evidence, target.RedactionRules),
            ReplicationType.ReferenceOnly => CreateReference(evidence),
            _ => throw new InvalidOperationException()
        };

        await connection.StoreEvidenceAsync(payload, ct);
    }

    private EvidencePacket RedactEvidence(
        EvidencePacket evidence,
        ImmutableArray<RedactionRule> rules)
    {
        var redacted = evidence with
        {
            Content = ApplyRedactionRules(evidence.Content, rules),
            Metadata = evidence.Metadata with
            {
                ["redacted"] = "true",
                ["redaction_rules"] = string.Join(",", rules.Select(r => r.Name))
            }
        };

        return redacted;
    }
}

public sealed record DataResidencyPolicy
{
    public ImmutableDictionary<string, DataResidencyRule> Rules { get; init; }
}

public sealed record DataResidencyRule
{
    public string DataType { get; init; }
    public ImmutableArray<string> AllowedRegions { get; init; }
    public ImmutableArray<string> BlockedRegions { get; init; }
    public bool AllowRedacted { get; init; }
    public ImmutableArray<RedactionRule> RedactionRules { get; init; }
}

5. LatencyRouter

Routes requests to optimal regions:

public sealed class LatencyRouter
{
    private readonly ConcurrentDictionary<Guid, RegionLatencyMetrics> _latencyCache = new();

    public async Task<RegionConfig> SelectOptimalRegionAsync(
        RoutingRequest request,
        CancellationToken ct)
    {
        var federation = await _federationStore.GetAsync(request.FederationId, ct);
        var candidates = FilterEligibleRegions(federation.Regions, request);

        if (!candidates.Any())
            throw new NoEligibleRegionException(request);

        // Score each candidate
        var scored = new List<(RegionConfig Region, double Score)>();
        foreach (var region in candidates)
        {
            var score = await CalculateRegionScoreAsync(region, request, ct);
            scored.Add((region, score));
        }

        // Select best region
        var best = scored.OrderByDescending(s => s.Score).First();

        _logger.LogDebug(
            "Selected region {RegionName} with score {Score} for request",
            best.Region.Name, best.Score);

        return best.Region;
    }

    private async Task<double> CalculateRegionScoreAsync(
        RegionConfig region,
        RoutingRequest request,
        CancellationToken ct)
    {
        var score = 100.0;

        // Latency factor (40%)
        var latency = await GetLatencyAsync(region, ct);
        score -= (latency.AverageMs / 10) * 0.4;

        // Availability factor (30%)
        var availability = await GetAvailabilityAsync(region, ct);
        score *= availability * 0.3 + 0.7;

        // Load factor (20%)
        var load = await GetLoadAsync(region, ct);
        score -= (load * 100) * 0.2;

        // Affinity factor (10%)
        if (request.PreferredRegionId == region.Id)
            score += 10;

        return Math.Max(0, score);
    }

    public async Task<IReadOnlyList<RegionConfig>> GetRegionsByLatencyAsync(
        Guid federationId,
        GeoLocation clientLocation,
        CancellationToken ct)
    {
        var federation = await _federationStore.GetAsync(federationId, ct);

        var withLatency = new List<(RegionConfig Region, double Distance)>();
        foreach (var region in federation.Regions)
        {
            var distance = CalculateDistance(clientLocation, region.Location);
            withLatency.Add((region, distance));
        }

        return withLatency
            .OrderBy(r => r.Distance)
            .Select(r => r.Region)
            .ToList();
    }
}

6. GlobalDashboard

Provides unified view across all regions:

public sealed class GlobalDashboard
{
    public async Task<GlobalOverview> GetOverviewAsync(
        Guid federationId,
        CancellationToken ct)
    {
        var federation = await _federationStore.GetAsync(federationId, ct);
        var overview = new GlobalOverview
        {
            FederationId = federationId,
            GeneratedAt = _timeProvider.GetUtcNow()
        };

        // Query all regions in parallel
        var regionTasks = federation.Regions.Select(async region =>
        {
            try
            {
                return await GetRegionOverviewAsync(region, ct);
            }
            catch (Exception ex)
            {
                return new RegionOverview
                {
                    RegionId = region.Id,
                    RegionName = region.Name,
                    Status = RegionHealthStatus.Unreachable,
                    Error = ex.Message
                };
            }
        });

        overview.RegionOverviews = (await Task.WhenAll(regionTasks)).ToImmutableArray();

        // Aggregate metrics
        overview.TotalDeployments = overview.RegionOverviews.Sum(r => r.DeploymentCount);
        overview.TotalAgents = overview.RegionOverviews.Sum(r => r.AgentCount);
        overview.HealthyRegions = overview.RegionOverviews.Count(r => r.Status == RegionHealthStatus.Healthy);
        overview.GlobalReleases = await GetActiveGlobalReleasesAsync(federationId, ct);

        // Sync status
        overview.SyncStatus = await GetSyncStatusAsync(federation, ct);

        return overview;
    }

    public async Task<GlobalReleaseTimeline> GetReleaseTimelineAsync(
        Guid globalReleaseId,
        CancellationToken ct)
    {
        var globalRelease = await _globalReleaseStore.GetAsync(globalReleaseId, ct);
        var timeline = new GlobalReleaseTimeline
        {
            GlobalReleaseId = globalReleaseId,
            GlobalStatus = globalRelease.Status
        };

        foreach (var (regionId, regionalRelease) in globalRelease.RegionalReleases)
        {
            var events = await GetRegionalEventsAsync(regionalRelease, ct);
            timeline.RegionalTimelines[regionId] = new RegionalTimeline
            {
                RegionId = regionId,
                Status = regionalRelease.Status,
                Events = events
            };
        }

        return timeline;
    }
}

public sealed record GlobalOverview
{
    public Guid FederationId { get; init; }
    public DateTimeOffset GeneratedAt { get; init; }

    // Regions
    public ImmutableArray<RegionOverview> RegionOverviews { get; init; }
    public int HealthyRegions { get; init; }

    // Aggregates
    public int TotalDeployments { get; init; }
    public int TotalAgents { get; init; }
    public int TotalEnvironments { get; init; }

    // Releases
    public ImmutableArray<GlobalReleaseSummary> GlobalReleases { get; init; }

    // Sync
    public FederationSyncStatus SyncStatus { get; init; }
}

Data Models

Region Configuration

public sealed record RegionConfig
{
    public Guid Id { get; init; }
    public string Name { get; init; }
    public string Code { get; init; }              // e.g., "us-east-1", "eu-west-1"
    public RegionType Type { get; init; }
    public GeoLocation Location { get; init; }
    public string Timezone { get; init; }

    // Connectivity
    public string ApiEndpoint { get; init; }
    public string GrpcEndpoint { get; init; }

    // Configuration
    public bool IsPrimary { get; init; }
    public bool IsCanary { get; init; }
    public int Priority { get; init; }

    // Data residency
    public string Jurisdiction { get; init; }      // e.g., "EU", "US", "APAC"
    public ImmutableArray<string> ComplianceFrameworks { get; init; }
}

public enum RegionType
{
    Primary,
    Secondary,
    DisasterRecovery,
    EdgeLocation
}

API Design

REST Endpoints

# Federations
POST   /api/v1/federations                        # Create federation
GET    /api/v1/federations                        # List federations
GET    /api/v1/federations/{id}                   # Get federation
GET    /api/v1/federations/{id}/status            # Get federation status
POST   /api/v1/federations/{id}/sync              # Trigger sync

# Regions
POST   /api/v1/federations/{id}/regions           # Add region
DELETE /api/v1/federations/{fedId}/regions/{regId} # Remove region
GET    /api/v1/federations/{id}/regions           # List regions
GET    /api/v1/regions/{id}/status                # Get region status

# Global Releases
POST   /api/v1/global-releases                    # Create global release
GET    /api/v1/global-releases                    # List global releases
GET    /api/v1/global-releases/{id}               # Get global release
POST   /api/v1/global-releases/{id}/promote       # Start global promotion
GET    /api/v1/global-releases/{id}/timeline      # Get timeline

# Dashboard
GET    /api/v1/federations/{id}/overview          # Global overview
GET    /api/v1/federations/{id}/metrics           # Global metrics
GET    /api/v1/federations/{id}/map               # Geographic view

Metrics & Observability

Prometheus Metrics

# Federation Health
stella_federation_regions_total{federation_id, status}
stella_federation_sync_lag_seconds{federation_id, source, target}
stella_federation_conflicts_total{federation_id, resolution}

# Cross-Region
stella_cross_region_latency_seconds{source, target}
stella_cross_region_requests_total{source, target, status}
stella_cross_region_bandwidth_bytes{source, target}

# Global Releases
stella_global_release_regions_total{release_id, status}
stella_global_release_duration_seconds{release_id}
stella_global_promotion_wave_duration_seconds{release_id, wave}

# Evidence Replication
stella_evidence_replication_total{source, target, type}
stella_evidence_replication_lag_seconds{source, target}

Configuration Example

federation:
  name: "global-production"

  regions:
    - id: "us-east-1"
      name: "US East"
      type: primary
      api_endpoint: "https://us-east.stella.example.com"
      location:
        latitude: 39.0438
        longitude: -77.4874
      timezone: "America/New_York"
      jurisdiction: "US"
      is_primary: true

    - id: "eu-west-1"
      name: "EU West"
      type: secondary
      api_endpoint: "https://eu-west.stella.example.com"
      location:
        latitude: 53.3498
        longitude: -6.2603
      timezone: "Europe/Dublin"
      jurisdiction: "EU"
      compliance_frameworks: ["GDPR"]

    - id: "ap-southeast-1"
      name: "Asia Pacific"
      type: secondary
      api_endpoint: "https://apac.stella.example.com"
      location:
        latitude: 1.3521
        longitude: 103.8198
      timezone: "Asia/Singapore"
      jurisdiction: "APAC"
      is_canary: true

  sync_policy:
    mode: event_driven
    sync_interval: "00:05:00"
    max_batch_size: 1000
    sync_evidence: true
    sync_audit_logs: true
    conflict_strategy: last_write_wins

  data_residency:
    rules:
      - data_type: "evidence.pii"
        allowed_regions: ["eu-west-1"]
        allow_redacted: true
      - data_type: "audit.logs"
        allowed_regions: ["*"]

  rollout_strategy:
    type: canary
    canary_stabilization_period: "01:00:00"
    stabilization_period: "00:30:00"
    stop_on_failure: true

Test Strategy

Unit Tests

Promotion order calculation
Conflict resolution
Latency scoring
Data residency checks

Integration Tests

Cross-region sync
Evidence replication
Global promotion flow
Dashboard aggregation

Chaos Tests

Region unavailability
Network partitions
Split-brain scenarios
Sync conflicts

Migration Path

Phase 1: Foundation (Week 1-2)

Federation data model
Region registry
Basic connectivity

Phase 2: Sync (Week 3-4)

Cross-region sync
Conflict resolution
Event propagation

Phase 3: Global Releases (Week 5-6)

Global release model
Promotion coordinator
Wave management

Phase 4: Evidence (Week 7-8)

Evidence replication
Data residency
Redaction rules

Phase 5: Routing (Week 9-10)

Latency router
Region selection
Load balancing

Phase 6: Dashboard (Week 11-12)

Global overview
Regional timelines
Geo visualization

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