AI Dev Tool: Patterns and problems in

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Preview Code

```python
# AI Dev Tool: Multi-Agent System Starter Boilerplate
# ================================================
# This production-ready boilerplate provides a foundation for building emerging multi-agent systems.
# It leverages the Hono Cloudflare Workers D1 Starter and integrates with the AGENTS.md AI-Native SaaS Template.

import os
import json
from typing import Dict, List
from fastapi import FastAPI, HTTPException
from fastapi.responses import JSONResponse
from fastapi.requests import Request
from pydantic import BaseModel
from supabase import create_client, Client

# Initialize Supabase client
SUPABASE_URL = os.environ.get("SUPABASE_URL")
SUPABASE_KEY = os.environ.get("SUPABASE_KEY")
supabase: Client = create_client(SUPABASE_URL, SUPABASE_KEY)

# Initialize FastAPI app
app = FastAPI()

# Define the agent model
class Agent(BaseModel):
# ... full runnable version includes tests & documentation