{
  "cloud_features": {
    "billing_ui": {
      "category": "billing",
      "description": "Web-based billing and subscription UI",
      "action": "remove",
      "go_references": [
        "app/cli/cmd/billing.go",
        "app/server/handlers/billing_handlers.go",
        "app/shared/billing.go"
      ],
      "ui_elements": [
        "Billing dashboard links",
        "Subscription status display",
        "Payment method prompts"
      ],
      "replacement": "Documentation on self-hosting costs",
      "priority": "high",
      "notes": "Replace with self-host cost estimation guide"
    },
    "usage_limits": {
      "category": "billing",
      "description": "Usage-based limits and quotas",
      "action": "replace",
      "go_references": [
        "app/server/middleware/usage_limits.go",
        "app/shared/usage.go"
      ],
      "functionality": [
        "API call limits",
        "Storage quotas",
        "Team size limits"
      ],
      "replacement": "Configurable local limits",
      "priority": "medium",
      "notes": "Make limits configurable via settings"
    },
    "usage_telemetry": {
      "category": "telemetry",
      "description": "Usage tracking and analytics",
      "action": "replace",
      "go_references": [
        "app/cli/lib/telemetry.go",
        "app/server/telemetry/telemetry.go",
        "app/shared/telemetry.go"
      ],
      "data_collected": [
        "Command usage statistics",
        "Model usage metrics",
        "Error tracking",
        "Performance metrics"
      ],
      "replacement": "Opt-in local telemetry with OpenTelemetry",
      "priority": "medium",
      "notes": "Default to disabled, provide local dashboard option"
    },
    "error_reporting": {
      "category": "telemetry",
      "description": "Centralized error reporting service",
      "action": "replace",
      "go_references": [
        "app/cli/lib/error_reporting.go",
        "app/server/errors/reporting.go"
      ],
      "services": [
        "Sentry integration",
        "Error aggregation",
        "Alert notifications"
      ],
      "replacement": "Local error logging with optional export",
      "priority": "low",
      "notes": "Use structured logging with export options"
    },
    "managed_auth": {
      "category": "managed_auth",
      "description": "Cloud-based authentication service",
      "action": "replace",
      "go_references": [
        "app/server/auth/cloud_auth.go",
        "app/cli/lib/auth_cloud.go",
        "app/shared/auth.go"
      ],
      "functionality": [
        "OAuth providers",
        "SSO integration",
        "Password reset emails",
        "Email verification"
      ],
      "replacement": "Local auth with optional LDAP/SAML",
      "priority": "high",
      "notes": "Implement local user management with pluggable auth"
    },
    "api_keys_cloud": {
      "category": "managed_auth",
      "description": "Cloud-managed API keys",
      "action": "replace",
      "go_references": [
        "app/server/api/keys.go",
        "app/cli/cmd/api_keys.go"
      ],
      "functionality": [
        "Key generation",
        "Key rotation",
        "Usage tracking per key"
      ],
      "replacement": "Local API key management",
      "priority": "medium",
      "notes": "Store encrypted keys locally"
    },
    "cloud_backups": {
      "category": "cloud_storage",
      "description": "Automated cloud backups",
      "action": "remove",
      "go_references": [
        "app/server/backup/cloud_backup.go",
        "app/cli/cmd/backup.go"
      ],
      "functionality": [
        "Automated S3 backups",
        "Point-in-time recovery",
        "Cross-region replication"
      ],
      "replacement": "Local backup documentation",
      "priority": "low",
      "notes": "Provide backup scripts and best practices"
    },
    "cdn_assets": {
      "category": "cloud_storage",
      "description": "CDN-hosted static assets",
      "action": "replace",
      "go_references": [
        "app/server/static/cdn.go",
        "app/shared/assets.go"
      ],
      "assets": [
        "Documentation images",
        "UI components",
        "Model metadata"
      ],
      "replacement": "Bundle assets in distribution",
      "priority": "medium",
      "notes": "Include all assets in package"
    },
    "email_service": {
      "category": "notifications",
      "description": "Cloud email service integration",
      "action": "replace",
      "go_references": [
        "app/server/email/sendgrid.go",
        "app/server/email/ses.go",
        "app/shared/notifications.go"
      ],
      "functionality": [
        "Invite emails",
        "Password reset",
        "Notifications",
        "Reports"
      ],
      "replacement": "SMTP configuration with local mail server",
      "priority": "high",
      "notes": "Support standard SMTP with templates"
    },
    "push_notifications": {
      "category": "notifications",
      "description": "Mobile/desktop push notifications",
      "action": "remove",
      "go_references": [
        "app/server/push/push.go",
        "app/cli/lib/notifications.go"
      ],
      "services": [
        "Firebase messaging",
        "APNS",
        "Web push"
      ],
      "replacement": "In-app notifications only",
      "priority": "low",
      "notes": "Focus on CLI/TUI notifications"
    },
    "org_management": {
      "category": "team_management",
      "description": "Cloud-based organization management",
      "action": "replace",
      "go_references": [
        "app/server/org/org_management.go",
        "app/cli/cmd/org.go",
        "app/shared/org.go"
      ],
      "functionality": [
        "Org creation",
        "Member management",
        "Role assignment",
        "Billing per org"
      ],
      "replacement": "Local team management with roles",
      "priority": "medium",
      "notes": "Simplified local team structure"
    },
    "team_sync": {
      "category": "team_management",
      "description": "Real-time team state synchronization",
      "action": "replace",
      "go_references": [
        "app/server/sync/team_sync.go",
        "app/shared/sync.go"
      ],
      "functionality": [
        "Real-time updates",
        "Presence tracking",
        "Shared contexts"
      ],
      "replacement": "Database-based sync for multi-user mode",
      "priority": "low",
      "notes": "Use DB polling or websockets locally"
    },
    "api_proxy": {
      "category": "api_proxying",
      "description": "Cloud API key proxying service",
      "action": "remove",
      "go_references": [
        "app/server/proxy/api_proxy.go",
        "app/cli/lib/proxy.go"
      ],
      "functionality": [
        "Hide user API keys",
        "Rate limit per user",
        "Usage tracking",
        "Cost allocation"
      ],
      "replacement": "Direct API usage with user keys",
      "priority": "high",
      "notes": "Users manage their own provider API keys"
    },
    "legacy_models": {
      "category": "deprecated",
      "description": "Support for deprecated model versions",
      "action": "remove",
      "go_references": [
        "app/shared/deprecated_models.go",
        "app/cli/lib/legacy_models.go"
      ],
      "models": [
        "GPT-3 variants",
        "Claude v1",
        "Old Codex models"
      ],
      "replacement": "Current models only",
      "priority": "low",
      "notes": "Remove support for EOL models"
    },
    "old_api_versions": {
      "category": "deprecated",
      "description": "Backward compatibility with old API versions",
      "action": "remove",
      "go_references": [
        "app/server/handlers/v1/",
        "app/server/handlers/v2/"
      ],
      "versions": [
        "API v1",
        "API v2",
        "Legacy endpoints"
      ],
      "replacement": "Single current API version",
      "priority": "medium",
      "notes": "CleverAgents starts fresh with v1 only"
    }
  },
  "replacements": {
    "remove": [
      {
        "feature": "billing_ui",
        "description": "Web-based billing and subscription UI",
        "replacement": "Documentation on self-hosting costs",
        "priority": "high",
        "notes": "Replace with self-host cost estimation guide"
      },
      {
        "feature": "api_proxy",
        "description": "Cloud API key proxying service",
        "replacement": "Direct API usage with user keys",
        "priority": "high",
        "notes": "Users manage their own provider API keys"
      },
      {
        "feature": "old_api_versions",
        "description": "Backward compatibility with old API versions",
        "replacement": "Single current API version",
        "priority": "medium",
        "notes": "CleverAgents starts fresh with v1 only"
      },
      {
        "feature": "cloud_backups",
        "description": "Automated cloud backups",
        "replacement": "Local backup documentation",
        "priority": "low",
        "notes": "Provide backup scripts and best practices"
      },
      {
        "feature": "push_notifications",
        "description": "Mobile/desktop push notifications",
        "replacement": "In-app notifications only",
        "priority": "low",
        "notes": "Focus on CLI/TUI notifications"
      },
      {
        "feature": "legacy_models",
        "description": "Support for deprecated model versions",
        "replacement": "Current models only",
        "priority": "low",
        "notes": "Remove support for EOL models"
      }
    ],
    "replace": [
      {
        "feature": "managed_auth",
        "description": "Cloud-based authentication service",
        "replacement": "Local auth with optional LDAP/SAML",
        "priority": "high",
        "notes": "Implement local user management with pluggable auth"
      },
      {
        "feature": "email_service",
        "description": "Cloud email service integration",
        "replacement": "SMTP configuration with local mail server",
        "priority": "high",
        "notes": "Support standard SMTP with templates"
      },
      {
        "feature": "usage_limits",
        "description": "Usage-based limits and quotas",
        "replacement": "Configurable local limits",
        "priority": "medium",
        "notes": "Make limits configurable via settings"
      },
      {
        "feature": "usage_telemetry",
        "description": "Usage tracking and analytics",
        "replacement": "Opt-in local telemetry with OpenTelemetry",
        "priority": "medium",
        "notes": "Default to disabled, provide local dashboard option"
      },
      {
        "feature": "api_keys_cloud",
        "description": "Cloud-managed API keys",
        "replacement": "Local API key management",
        "priority": "medium",
        "notes": "Store encrypted keys locally"
      },
      {
        "feature": "cdn_assets",
        "description": "CDN-hosted static assets",
        "replacement": "Bundle assets in distribution",
        "priority": "medium",
        "notes": "Include all assets in package"
      },
      {
        "feature": "org_management",
        "description": "Cloud-based organization management",
        "replacement": "Local team management with roles",
        "priority": "medium",
        "notes": "Simplified local team structure"
      },
      {
        "feature": "error_reporting",
        "description": "Centralized error reporting service",
        "replacement": "Local error logging with optional export",
        "priority": "low",
        "notes": "Use structured logging with export options"
      },
      {
        "feature": "team_sync",
        "description": "Real-time team state synchronization",
        "replacement": "Database-based sync for multi-user mode",
        "priority": "low",
        "notes": "Use DB polling or websockets locally"
      }
    ],
    "defer": []
  },
  "statistics": {
    "total_features": 15,
    "by_category": {
      "billing": 2,
      "telemetry": 2,
      "managed_auth": 2,
      "cloud_storage": 2,
      "notifications": 2,
      "team_management": 2,
      "api_proxying": 1,
      "deprecated": 2
    },
    "by_action": {
      "remove": 6,
      "replace": 9,
      "defer": 0
    },
    "by_priority": {
      "high": 4,
      "medium": 6,
      "low": 5
    },
    "go_files_affected": 35,
    "functionality_count": 28
  },
  "categories": {
    "billing": "Payment processing and subscription management",
    "telemetry": "Usage tracking and analytics",
    "managed_auth": "Centralized authentication service",
    "cloud_storage": "Cloud-based data storage",
    "notifications": "Cloud notification services",
    "rate_limiting": "Cloud-based rate limiting",
    "team_management": "Centralized team/org management",
    "api_proxying": "API key management and proxying"
  }
}