Backend Processing Pipeline

The backend system processes agent specifications through several stages:

1. Validation Layer: Verifies API keys, checks for required parameters

2. Configuration Generation: Creates runtime configuration files

3. Container Preparation: Assembles agent container with appropriate dependencies

4. Deployment Scheduling: Initiates deployment process

5. Monitoring Setup: Configures observability for the new agent

// Internal process flow

async function processAgentCreation(agentSpec) {
  try {
    // Validate all inputs
    const validationResult = await validateAgentSpecification(agentSpec);
    if (!validationResult.valid) {
      throw new Error(`Validation failed: ${validationResult.errors.join(', ')}`);
    }
    
    // Generate agent configuration
    const config = await generateAgentConfig(agentSpec);
    
    // Create deployment package
    const deploymentPackage = await createDeploymentPackage(config);
    
    // Trigger deployment
    const deploymentResult = await triggerDeployment(deploymentPackage);
    
    // Setup monitoring
    await setupAgentMonitoring(deploymentResult.agentId, agentSpec);
    
    return {
      success: true,
      agentId: deploymentResult.agentId,
      deploymentUrl: deploymentResult.url
    };
  } catch (error) {
    console.error("Agent creation failed:", error);
    return {
      success: false,
      error: error.message
    };
  }
}