⚡ Live Sandbox: AI Dev Tool: Deterministic Simulation Testing in

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```python
# AI Dev Tool: Deterministic Simulation Testing in Celld with AI Agents
# Production Starter Boilerplate for FastAPI + Supabase + Cloudflare Worker Hono API

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

# Initialize FastAPI app
app = FastAPI()

# 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 Hono Cloudflare Workers D1 Starter
HONO_API_KEY = os.environ.get("HONO_API_KEY")
hono = Hono(HONO_API_KEY)

# Define AI Agent model
class AI_Agent(BaseModel):
    id: int
    name: str
    simulation_data: Dict[str, str]

# Define Deterministic Simulation Testing endpoint
@app.post("/simulate/")
async def simulate(agent: AI_Agent):
    """

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