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LLM-Driven 3D Browser Game Development Guide

A technical specification for building 3D browser games entirely through LLM code generation, without external binary assets.

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Core Philosophy

Traditional 3D game development relies on binary assets (meshes, textures, audio files) created in specialized tools. LLMs cannot produce these directly. This guide defines an architecture where everything is code - geometry, materials, audio, and game logic all exist as generatable text.

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# note: run the sql file in your database first.

import os
from supabase import create_client, Client
from typing import List, Optional, Any, Union

# Ensure the models directory exists
os.makedirs("./models", exist_ok=True)

url: str = os.environ.get("SUPABASE_URL")

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To parallelize job processing across multiple servers while ensuring each message is processed only once, we can use Redis' List data structure as a FIFO queue, along with its atomic operations. Here's how you can modify the approach:

Use Redis List as a FIFO queue Use Redis' BRPOPLPUSH command for reliable queue processing Implement a worker model that can run on multiple servers

Key points about this implementation:

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Keybase proof

I hereby claim:

• I am a-r-d on github.
• I am a_r_d (https://keybase.io/a_r_d) on keybase.
• I have a public key ASD4gHJYd1VQoZ7CBS4AH1UQJjHXMOzniVPPT-TKpCXZWgo

To claim this, I am signing this object:

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const Alpaca = require('@alpacahq/alpaca-trade-api')

const getKeyId = () => process.env.APCA_API_KEY_ID
const getSecretKey = () => process.env.APCA_API_SECRET_KEY

export const alpaca = new Alpaca({
  keyId: getKeyId(),
  secretKey: getSecretKey(),
  paper: false,
  usePolygon: false,

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[
{"Country Code":"USA","Established Customers":"5009","Total Customers":"3900343","Pct Active Accounts":"90"},
{"Country Code":"CAN","Established Customers":"3389","Total Customers":"300043","Pct Active Accounts":"80"},
{"Country Code":"MEX","Established Customerz":"2890","Total Customers":"zzzz","Pct Active Accounts":"70"}
]

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/*
* Code for cross-fading 3 LEDs, red, green and blue (RGB) 
* To create fades, you need to do two things: 
*  1. Describe the colors you want to be displayed
*  2. List the order you want them to fade in
*
* DESCRIBING A COLOR:
* A color is just an array of three percentages, 0-100, 
*  controlling the red, green and blue LEDs
*

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library(rgdal)
library(elevatr)

# this is the prjection system given as example in the documentation
ll_prj <- "+proj=longlat +ellps=WGS84 +datum=WGS84 +no_defs +towgs84=0,0,0"

# Im using this projection system based on reading this document:
# https://www.nceas.ucsb.edu/~frazier/RSpatialGuides/OverviewCoordinateReferenceSystems.pdf
us_prj = "+init=epsg:4326 +proj=longlat +ellps=WGS84 +datum=WGS84 +no_defs +towgs84=0,0,0"

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def featureScaling(arr):
    _max = 0
    _min = 10000000
    for a in arr:
        if a < _min:
            _min = a
        if a > _max:
            _max = a
            
    scaled = []

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import numpy as np

class BasicTemplateAlgorithm(QCAlgorithm):
    '''Basic template algorithm simply initializes the date range and cash'''

    def Initialize(self):
        '''Initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized.'''
        self.SetStartDate(2004, 1, 1)  #Set Start Date
        self.SetEndDate(2018, 2, 16)    #Set End Date
        self.SetCash(100000)           #Set Strategy Cash