AI Dev Tool: Malware infects Androidbased automotive

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Preview Code

```python
# AI Dev Tool: Android Automotive Head Unit Firmware Scanner
# A FastAPI Pydantic v2 Micro-SaaS for scanning Android-based automotive head unit firmware for malware

from fastapi import FastAPI, UploadFile, File
from fastapi.responses import JSONResponse
from pydantic import BaseModel
import hashlib
import os
import subprocess

app = FastAPI()

# Define a Pydantic model for the firmware metadata
class FirmwareMetadata(BaseModel):
    """Firmware metadata"""
    filename: str
    md5_hash: str
    size: int

# Define a route for uploading firmware files
@app.post("/upload_firmware/")
async def upload_firmware(file: UploadFile = File(...)):
    """
    Upload an Android-based automotive head unit firmware file for malware scanning
# ... full runnable version includes tests & documentation