Master the fundamentals with direct control of individual cubes. Perfect for:
- Basic movement and physics
- Simple reinforcement learning
- Force and torque application
- Foundation skill development
Built on Godot 4, BioFoundry creates 27,000 procedural planets for AI agents to explore, evolve, and learn. Each world is a unique sandbox where agents can dynamically build structures and develop complex behaviors through TCP-controlled interactions.
Progressive AI development from simple control to complex multi-agent systems
Tier 1
Single Cube Control
Master the fundamentals with direct control of individual cubes. Perfect for:
Tier 2
Dynamic Structure Building
Create and control complex multi-cube structures. Enables:
Tier 3
Multi-Agent Coordination
Orchestrate multiple agents and structures simultaneously:
Watch real-time procedural structure generation and AI agent behavior
Demonstration of dynamic structure spawning and joint connection systems in BioFoundry. This showcases Tier 2 capabilities where agents can build and control complex multi-cube assemblies.
Each of the 27,000 planets is uniquely generated with varying terrain, gravity, and environmental conditions. No two experiments are identical.
Language-agnostic JSON-over-TCP protocol allows AI agents written in any programming language to control the simulation in real-time.
Built on Godot 4's robust physics engine with optimizations for handling hundreds of active objects while maintaining real-time performance.
Deploy thousands of simulation instances using Docker/Podman. Scale from single experiments to massive distributed evolutionary runs.
Get started with the latest release of BioFoundry simulation environment
Based on BioFoundry v1.7.1
Complete simulation environment with example projects and documentation. Includes all three tiers of complexity and sample AI agents.
Quick Start: Check out the Pixel project for examples of structure building and agent control. This demonstrates Tier 2 capabilities with procedural assembly generation.
BioFoundry integrates seamlessly with Paragon AI and TREE evolution systems
Neural networks power the AI agents that navigate and build within BioFoundry worlds.
The simulation environment where evolution happens. Provides the physics sandbox for AI experimentation.
Evolutionary algorithms optimize both agent behavior and morphology across thousands of BioFoundry instances.