connic vs Mastra
Managed platform or TypeScript framework

name: claims-intake
model: connic/gpt-5.6-sol
system_prompt: Check the policy first.
tools:
  - policies.lookup_policy

import os
import httpx

API = os.environ["POLICY_API_URL"]

async def lookup_policy(policy_id: str) -> dict:
    """Look up a policy by number.

    Args:
        policy_id: Policy number from the claim
    """
    url = f"{API}/policies/{policy_id}"
    async with httpx.AsyncClient() as client:
        response = await client.get(url)
        return response.json()

import { createTool } from "@mastra/core/tools";
import { z } from "zod";

const API = process.env.POLICY_API_URL;

export const lookupPolicy = createTool({
  id: "lookup-policy",
  description: "Look up a policy by number",
  inputSchema: z.object({ id: z.string() }),
  execute: async ({ id }) => {
    const res = await fetch(`${API}/policies/${id}`);
    return res.json();
  },
});

import { Agent } from "@mastra/core/agent";
import { lookupPolicy } from "../tools/lookup-policy";

export const claimsIntake = new Agent({
  id: "claims-intake",
  name: "Claims intake",
  instructions: "Check the policy first.",
  model: "openai/gpt-5.6-sol",
  tools: { lookupPolicy },
});

import { Mastra } from "@mastra/core";
import { claimsIntake } from "./agents/claims-intake";

export const mastra = new Mastra({
  agents: { claimsIntake },
});