AIMatrix Applications

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16

# Application resilience configuration
offline_strategy:
  data_storage:
    - local_sqlite_cache
    - encrypted_file_system
    - differential_sync
  
  functionality:
    - cached_ai_models
    - local_processing
    - queued_operations
  
  synchronization:
    - background_sync
    - conflict_resolution
    - eventual_consistency

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17

// Shared business logic across platforms
@Serializable
data class AgentWorkspace(
    val id: String,
    val name: String,
    val agents: List<AIAgent>,
    val lastSync: Instant
) {
    // Shared business logic
    suspend fun syncWithCloud(): SyncResult {
        return supabaseClient.sync(this)
    }
    
    // Platform-specific implementations
    expect fun persistLocal(): Boolean
    expect fun loadFromCache(): AgentWorkspace?
}

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20

// Security middleware for all applications
interface SecurityContext {
  deviceId: string
  biometricAuth: boolean
  networkTrust: TrustLevel
  dataClassification: SecurityLevel
}

class ApplicationSecurity {
  async validateRequest(context: SecurityContext): Promise<boolean> {
    // Multi-factor validation
    const factors = [
      this.validateDevice(context.deviceId),
      this.validateBiometric(context.biometricAuth),
      this.validateNetwork(context.networkTrust)
    ]
    
    return factors.every(factor => factor.valid)
  }
}

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16

# Application deployment configuration
deployment:
  desktop:
    - app_stores: [microsoft_store, mac_app_store, snap_store]
    - direct_download: [dmg, msi, appimage]
    - package_managers: [homebrew, chocolatey, apt]
  
  mobile:
    - app_stores: [app_store, google_play]
    - enterprise: [mdm_deployment, internal_stores]
    - testing: [testflight, internal_testing]
  
  web:
    - hosting: [cdn_deployment, edge_hosting]
    - pwa: [service_worker, offline_cache]
    - enterprise: [on_premise, private_cloud]

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12

# Multi-stage build for optimized containers
FROM node:18-alpine AS builder
WORKDIR /app
COPY package*.json ./
RUN npm ci --only=production

FROM node:18-alpine AS runtime
WORKDIR /app
COPY --from=builder /app/node_modules ./node_modules
COPY . .
EXPOSE 3000
CMD ["npm", "start"]

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26

# AIMatrix Application Operator
apiVersion: apps/v1
kind: Deployment
metadata:
  name: amx-applications
spec:
  replicas: 3
  selector:
    matchLabels:
      app: amx-applications
  template:
    metadata:
      labels:
        app: amx-applications
    spec:
      containers:
      - name: amx-web
        image: aimatrix/applications:latest
        ports:
        - containerPort: 3000
        env:
        - name: SUPABASE_URL
          valueFrom:
            secretKeyRef:
              name: supabase-config
              key: url

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28

// Supabase integration for real-time updates
class ApplicationSync {
  private supabase: SupabaseClient
  
  async subscribeToUpdates(workspaceId: string) {
    return this.supabase
      .channel(`workspace:${workspaceId}`)
      .on('postgres_changes', {
        event: '*',
        schema: 'public',
        table: 'agent_workflows'
      }, (payload) => {
        this.handleRealtimeUpdate(payload)
      })
      .subscribe()
  }
  
  private async handleRealtimeUpdate(payload: any) {
    // Update local cache
    await this.updateLocalCache(payload)
    
    // Notify UI components
    this.eventBus.emit('data-updated', payload)
    
    // Sync with other app instances
    await this.syncWithPeers(payload)
  }
}

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21

# AI-powered search across applications
class VectorSearchClient:
    def __init__(self, supabase_client):
        self.supabase = supabase_client
    
    async def semantic_search(self, query: str, context: str = None):
        # Generate embedding for query
        embedding = await self.generate_embedding(query)
        
        # Search with vector similarity
        result = await self.supabase.rpc(
            'match_documents',
            {
                'query_embedding': embedding,
                'match_threshold': 0.8,
                'match_count': 10,
                'filter_context': context
            }
        )
        
        return self.format_search_results(result)

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26

// Model Context Protocol server integration
class MCPConnector {
  async connectToServers(serverList) {
    const connections = await Promise.all(
      serverList.map(server => this.connectToServer(server))
    )
    
    return {
      active_connections: connections.filter(conn => conn.status === 'active'),
      failed_connections: connections.filter(conn => conn.status === 'failed'),
      total_capabilities: this.aggregateCapabilities(connections)
    }
  }
  
  async executeAgentWorkflow(workflowId, mcpServers) {
    // Distribute workflow across available MCP servers
    const execution = await this.orchestrateExecution(workflowId, mcpServers)
    
    return {
      workflow_id: workflowId,
      execution_status: execution.status,
      mcp_utilization: execution.serverUsage,
      performance_metrics: execution.metrics
    }
  }
}

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28

// iOS device attestation and security
class DeviceSecurityManager {
    func validateDeviceTrust() async -> SecurityAssessment {
        let assessment = SecurityAssessment()
        
        // Check device integrity
        assessment.jailbreakStatus = await self.checkJailbreakStatus()
        assessment.certificateValidation = await self.validateAppCertificate()
        assessment.biometricCapability = await self.checkBiometricCapability()
        
        // Network security assessment
        assessment.networkTrust = await self.assessNetworkTrust()
        
        return assessment
    }
    
    private func checkBiometricCapability() async -> BiometricStatus {
        let context = LAContext()
        var error: NSError?
        
        guard context.canEvaluatePolicy(.deviceOwnerAuthenticationWithBiometrics, 
                                       error: &error) else {
            return .unavailable
        }
        
        return .available
    }
}

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25

// Cross-platform encryption implementation
class EncryptionManager {
    private val keyAlias = "AMX_APP_KEY"
    
    suspend fun encryptSensitiveData(data: ByteArray): EncryptedData {
        val keyGenerator = KeyGenerator.getInstance("AES")
        keyGenerator.init(256)
        val secretKey = keyGenerator.generateKey()
        
        val cipher = Cipher.getInstance("AES/GCM/NoPadding")
        cipher.init(Cipher.ENCRYPT_MODE, secretKey)
        
        val encryptedBytes = cipher.doFinal(data)
        val iv = cipher.iv
        
        return EncryptedData(
            data = encryptedBytes,
            iv = iv,
            keyReference = this.storeKeySecurely(secretKey)
        )
    }
    
    expect fun storeKeySecurely(key: SecretKey): String
    expect fun retrieveKeySecurely(keyRef: String): SecretKey?
}

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16

# Performance scaling configuration
performance:
  concurrent_users:
    desktop: 1000+ per instance
    mobile: unlimited (offline-first)
    web: 10000+ per cluster
  
  data_processing:
    throughput: 100MB/sec per node
    latency: <50ms p99 for local operations
    batch_size: 1000 records per operation
  
  ai_inference:
    local_models: <100ms inference time
    cloud_models: <500ms end-to-end
    batch_processing: 100+ inferences/sec

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29

// Dynamic import for feature modules
const loadAgentModule = () => import('./agents/AgentModule')
const loadAnalyticsModule = () => import('./analytics/AnalyticsModule')

class ApplicationRouter {
  async loadFeature(featureName: string) {
    const moduleLoader = this.moduleLoaders[featureName]
    
    if (!moduleLoader) {
      throw new Error(`Feature ${featureName} not found`)
    }
    
    // Load module with caching
    const module = await this.withCache(featureName, moduleLoader)
    
    return module.default
  }
  
  private async withCache<T>(key: string, loader: () => Promise<T>): Promise<T> {
    if (this.cache.has(key)) {
      return this.cache.get(key) as T
    }
    
    const result = await loader()
    this.cache.set(key, result)
    
    return result
  }
}

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40

// Rust implementation for memory-critical operations
use std::collections::LRU;

pub struct ApplicationCache<K, V> {
    cache: LRU<K, V>,
    max_memory: usize,
    current_memory: usize,
}

impl<K, V> ApplicationCache<K, V> 
where 
    K: Clone + Eq + Hash,
    V: Clone,
{
    pub fn new(max_memory_mb: usize) -> Self {
        Self {
            cache: LRU::new(1000),
            max_memory: max_memory_mb * 1024 * 1024,
            current_memory: 0,
        }
    }
    
    pub fn insert(&mut self, key: K, value: V) -> Option<V> {
        let value_size = std::mem::size_of_val(&value);
        
        // Evict items if necessary
        while self.current_memory + value_size > self.max_memory {
            if let Some((_, removed)) = self.cache.pop_lru() {
                self.current_memory -= std::mem::size_of_val(&removed);
            } else {
                break;
            }
        }
        
        let old_value = self.cache.put(key, value);
        self.current_memory += value_size;
        
        old_value
    }
}

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16

# Install development dependencies
# Node.js for web applications
curl -fsSL https://deb.nodesource.com/setup_18.x | sudo -E bash -
sudo apt-get install -y nodejs

# Kotlin for multiplatform development
curl -s https://get.sdkman.io | bash
sdk install kotlin

# Flutter for web and mobile
git clone https://github.com/flutter/flutter.git -b stable
export PATH="$PATH:`pwd`/flutter/bin"

# Docker for containerization
curl -fsSL https://get.docker.com -o get-docker.sh
sh get-docker.sh

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23

# Clone the AIMatrix applications repository
git clone https://github.com/aimatrix/applications.git
cd applications

# Install dependencies
npm install
./gradlew build
flutter pub get

# Set up local development environment
cp .env.example .env
docker-compose up -d postgres redis

# Run applications in development mode
npm run dev:web          # Web applications
./gradlew runDesktop     # Desktop applications  
flutter run -d chrome    # Flutter web
flutter run             # Mobile (with device/emulator)

# Run tests
npm run test
./gradlew test
flutter test

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22

# aimatrix-apps.yaml - Application configuration
applications:
  supabase:
    url: "https://your-project.supabase.co"
    anon_key: "your-anon-key"
    service_role_key: "your-service-role-key"
  
  features:
    offline_mode: true
    real_time_sync: true
    biometric_auth: true
    push_notifications: true
  
  performance:
    cache_size: "100MB"
    max_concurrent_agents: 50
    sync_interval: "5m"
  
  security:
    encryption_at_rest: true
    certificate_pinning: true
    zero_trust_network: true

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14

# Build for production
npm run build:prod
./gradlew assembleRelease
flutter build web --release

# Deploy web applications
npm run deploy:web

# Build mobile applications
flutter build apk --release    # Android
flutter build ios --release    # iOS

# Build desktop applications
./gradlew packageReleaseDistributionForCurrentOS  # All platforms

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26

// Tenant-aware application architecture
interface TenantContext {
  tenantId: string
  subscriptionTier: 'basic' | 'professional' | 'enterprise'
  featureFlags: Record<string, boolean>
  customization: TenantCustomization
}

class TenantAwareApplication {
  async initializeForTenant(context: TenantContext) {
    // Load tenant-specific configuration
    const config = await this.loadTenantConfig(context.tenantId)
    
    // Apply feature flags
    this.featureManager.applyFlags(context.featureFlags)
    
    // Load customization
    await this.applyTenantCustomization(context.customization)
    
    return {
      applicationId: `app-${context.tenantId}`,
      features: this.featureManager.getEnabledFeatures(),
      customization: context.customization
    }
  }
}

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32

// Single Sign-On integration
@Configuration
public class SSOConfiguration {
    
    @Bean
    public SAMLAuthenticationProvider samlAuthenticationProvider() {
        SAMLAuthenticationProvider provider = new SAMLAuthenticationProvider();
        provider.setUserDetailsService(customUserDetailsService());
        provider.setForcePrincipalAsString(false);
        return provider;
    }
    
    @Bean
    public SecurityFilterChain filterChain(HttpSecurity http) throws Exception {
        http
            .authorizeHttpRequests(authorize -> 
                authorize
                    .requestMatchers("/api/public/**").permitAll()
                    .anyRequest().authenticated()
            )
            .saml2Login(saml2 -> 
                saml2.authenticationManager(authenticationManager())
            )
            .oauth2Login(oauth2 -> 
                oauth2.userInfoEndpoint(userInfo -> 
                    userInfo.userService(oAuth2UserService())
                )
            );
        
        return http.build();
    }
}