Deterministic Autonomous Agents
for Enterprise Systems

import { AgentEngine, ClaudeOrchestrator } from "@piron-systems/core";

// Initialize deterministic autonomous pipeline
const orchestrator = new ClaudeOrchestrator({
  model: "claude-3-5-sonnet-20241022",
  temperature: 0.0,
  validationPolicy: "strict-tool-schema"
});

export async function runAutonomousWorkflow(taskContext) {
  const session = await orchestrator.spawn({
    tools: [GitProtocol, CodeLinter, SecurityScanner, DeploymentTarget],
    maxSteps: 25,
    auditTrail: true
  });

  return await session.execute(taskContext);
}