AIエージェント統合：手作業のワークフローを削除し、自律的なインフラを構築する

interface AgentOrchestrator {
  agents: Map<string, Agent>;
  eventBus: EventBus;
  stateManager: StateManager;

  async deployAgent(config: AgentConfig): Promise<AgentInstance>;
  async routeTask(task: Task): Promise<ExecutionResult>;
  async handleFailure(agentId: string, error: Error): Promise<void>
}

class ProductionAgentSystem implements AgentOrchestrator {
  private agents = new Map<string, Agent>();
  private eventBus = new EventBus();
  private stateManager = new StateManager();

  async deployAgent(config: AgentConfig): Promise<AgentInstance> {
    const agent = new Agent(config);
    await agent.initialize();
    this.agents.set(config.id, agent);

    // Register event handlers
    this.eventBus.subscribe(agent.getEventTypes(), agent.handleEvent);

    return agent.getInstance();
  }
}

class AgentEventBus {
  private subscribers = new Map<string, Set<AgentCallback>>();

  async publish(event: AgentEvent): Promise<void> {
    const subscribers = this.subscribers.get(event.type) || new Set();

    // 並列実行 - エージェントを待たない
    const promises = Array.from(subscribers).map(callback => 
      callback(event).catch((error => 
        this.handleAgentError(event, error)
      )
    );

    await Promise.allSettled(promises);
  }

  subscribe(eventType: string, callback: AgentCallback): void {
    if (!this.subscribers.has(eventType)) {
      this.subscribers.set(eventType, new Set());
    }
    this.subscribers.get(eventType)!.add(callback);
  }
}

-- 高頻度書き込みに最適化されたエージェント状態テーブル
CREATE TABLE agent_states (
  agent_id UUID PRIMARY KEY,
  state_data JSONB NOT NULL,
  version INTEGER NOT NULL DEFAULT 1,
  last_updated TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
  INDEX idx_agent_states_updated (last_updated),
  INDEX idx_agent_states_version (agent_id, version)
);

-- 完全な監査証跡のためのイベントログ
CREATE TABLE agent_events (
  id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
  agent_id UUID NOT NULL,
  event_type VARCHAR(100) NOT NULL,
  event_data JSONB NOT NULL,
  created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
  INDEX idx_agent_events_agent_type (agent_id, event_type),
  INDEX idx_agent_events_created (created_at)
);

# Kong/nginx によるエージェントトラフィックの設定
upstream agent_cluster {
  least_conn;
  server agent-1:8080 max_fails=2 fail_timeout=10s;
  server agent-2:8080 max_fails=2 fail_timeout=10s;
  server agent-3:8080 max_fails=2 fail_timeout=10s;
}

location /agents/ {
  proxy_pass http://agent_cluster;
  proxy_connect_timeout 1s;
  proxy_send_timeout 5s;
  proxy_read_timeout 5s;

  # エージェント固有のヘッダー
  proxy_set_header X-Agent-Request-ID $request_id;
  proxy_set_header X-Agent-Timestamp $msec;
}

class AgentHealthMonitor {
  private metrics = new Map<string, AgentMetrics>();
  private alertManager = new AlertManager();

  async checkAgentHealth(agentId: string): Promise<HealthStatus> {
    const metrics = await this.collectMetrics(agentId);

    // 自動スケーリングの判断
    if (metrics.queueDepth > 1000) {
      await this.scaleAgent(agentId, 'up');
    }

    // 失敗したエージェントの自動復旧
    if (metrics.errorRate > 0.1) {
      await this.restartAgent(agentId);
      this.alertManager.notify(`Agent ${agentId} restarted due to error rate`);
    }

    return metrics.overallHealth;
  }
}

interface AgentSecurityContext {
  agentId: string;
  permissions: Set<Permission>;
  resourceConstraints: ResourceLimits;
  communicationPolicy: CommunicationPolicy;
}

class AgentSecurityManager {
  async validateAgentAction(
    context: AgentSecurityContext,
    action: AgentAction
  ): Promise<boolean> {
    // リソース制約の確認
    if (!this.checkResourceLimits(context, action)) {
      return false;
    }

返却形式: {"translated": "翻訳されたHTML"}// 通信権限を検証
    if (!this.validateCommunication(context, action)) {
      return false;
    }

    // アクションを監査
    await this.auditAction(context, action);

    return true;
  }
}

class AgentResourceManager {
  private resourcePools = new Map<string, ResourcePool>();
  private loadBalancer = new LoadBalancer();

  async optimizeAgentPlacement(
    agents: Agent[],
    constraints: ResourceConstraints
  ): Promise<PlacementPlan> {
    // MLヘビーなエージェント向けのGPUアフィニティ
    const mlAgents = agents.filter(a => a.requiresGPU);
    const cpuAgents = agents.filter(a => !a.requiresGPU);

    // リソース最適化のためのビンパッキングアルゴリズム
    const plan = this.binPackResources(mlAgents, cpuAgents, constraints);

    return plan;
  }
}