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
-
Enterprise Sales Automation
- Autonomous deal negotiation
- Dynamic pricing optimization
- Secure transaction processing
- Real-time market adaptation
-
Supply Chain Optimization
- Dynamic supplier negotiation
- Real-time inventory management
- Secure order processing
- Automated logistics coordination
-
Financial Trading Operations
- Automated trading strategies
- Real-time market response
- Secure order execution
- Dynamic portfolio management