Examples
Identity + RPC Pattern

Identity + RPC Pattern

The Identity + RPC pattern enables secure agent-to-agent communication with identity verification. This pattern is ideal for scenarios where multiple AI agents need to collaborate while maintaining security.

Use Case: Autonomous Sales Operations

This pattern demonstrates:

  • Direct secure communication between AI sales agents
  • Flexible deal negotiation and collaboration
  • Real-time market adaptation
  • Secure transaction handling
  • Dynamic team formation for complex deals
// Sales Strategy Agent
const strategyAgent = await secureConnect(
  new LangChain.Agent({
    name: "strategy_agent",
    llm: new OpenAI({ temperature: 0 }),
    tools: [marketAnalysisTool, pricingTool, competitorTool]
  }), 
  {
    spiffe: {
      trustDomain: "sales.ai.org"
    },
    rpc: {
      endpoint: "https://strategy-agent"
    }
  }
);
 
// Deal Execution Agent
const dealAgent = await secureConnect(
  new LangChain.Agent({
    name: "deal_agent",
    llm: new OpenAI({ temperature: 0 }),
    tools: [negotiationTool, contractTool, quotingTool]
  }), 
  {
    spiffe: {
      trustDomain: "sales.ai.org"
    },
    rpc: {
      endpoint: "https://deal-agent"
    }
  }
);
 
// Example of autonomous deal negotiation
async function negotiateDeal(opportunity) {
  try {
    // 1. Market Analysis and Strategy Formation
    const marketStrategy = await strategyAgent.analyzeOpportunity({
      customer: opportunity.customer,
      product: opportunity.product,
      market: opportunity.marketConditions
    });
    
    // 2. Dynamic Deal Structuring
    // Secure communication with verified identity
    const dealStructure = await dealAgent.secureCall(
      "strategy_agent",
      "structure_deal",
      { 
        strategy: marketStrategy,
        metadata: {
          strategist: await strategyAgent.getIdentity(),
          timestamp: new Date(),
          opportunityId: opportunity.id
        }
      }
    );
 
    // 3. Real-time Negotiation Adjustments
    const negotiationPlan = await strategyAgent.secureCall(
      "deal_agent",
      "optimize_terms",
      {
        deal: dealStructure,
        customerResponse: opportunity.customerFeedback,
        metadata: {
          dealer: await dealAgent.getIdentity(),
          timestamp: new Date()
        }
      }
    );
 
    return {
      deal: negotiationPlan.optimizedTerms,
      workflow: {
        opportunityId: opportunity.id,
        strategyVersion: marketStrategy.version,
        dealVersion: dealStructure.version,
        negotiationId: negotiationPlan.id
      },
      participants: {
        strategist: await strategyAgent.getIdentity(),
        dealer: await dealAgent.getIdentity()
      }
    };
  } catch (error) {
    if (error.message.includes('identity verification failed')) {
      console.error("Agent identity verification failed");
    } else if (error.message.includes('secure channel')) {
      console.error("Secure communication channel failed");
    }
    throw error;
  }
}

Real-World Applications

  1. Enterprise Sales Automation

    • Autonomous deal negotiation
    • Dynamic pricing optimization
    • Secure transaction processing
    • Real-time market adaptation
  2. Supply Chain Optimization

    • Dynamic supplier negotiation
    • Real-time inventory management
    • Secure order processing
    • Automated logistics coordination
  3. Financial Trading Operations

    • Automated trading strategies
    • Real-time market response
    • Secure order execution
    • Dynamic portfolio management