A simulation environment where autonomous agents form societies, compete for resources, develop strategies, and evolve. Paired with a real-time observer dashboard that visualizes the social graph, resource flows, and behavioral patterns as they emerge.
The Problem
Most multi-agent systems are choreographed — agents do what they're told in a predefined workflow. That's useful for automation, but it misses the interesting question: what happens when agents have goals, constraints, and each other?
Tribes is an environment for studying emergent behavior — the kind of complexity that arises when simple rules interact at scale.
Not orchestration. Emergence.
What It Does
Autonomous agents competing, cooperating, and evolving — with a dashboard to watch it happen.
Autonomous Agents
Each agent has goals, memory, and decision-making. No central controller. Behavior emerges from individual choices interacting with environmental pressure.
Resource Competition
Scarce resources force trade-offs. Agents must gather, trade, defend, and cooperate. Strategy isn’t programmed — it’s discovered.
Social Dynamics
Alliances form and break. Trust builds through repeated interaction. Reputation affects cooperation. The social graph is a living system.
Real-Time Observer
A visualization dashboard that renders the simulation as it runs. Watch agent networks, resource flows, and behavioral clusters evolve in real time via React Flow.
Evolutionary Pressure
Successful strategies propagate. Failed ones die out. Over time, the population develops adapted behaviors that no one explicitly programmed.
Configurable Environments
Tune resource scarcity, agent count, mutation rates, and environmental events. Each run produces different emergent outcomes.
Under the Hood
Tribes runs a Node.js simulation engine backed by Supabase for persistent state — agent memories, resource maps, social graphs, and evolutionary history. Each simulation tick evaluates every agent's decision tree against the current environment.
The observer dashboard is a Next.js app using React Flow to render the agent network, resource flows, and behavioral clusters in real time. Watch alliances form, strategies emerge, and populations adapt — all from the browser.
Intelligence isn't designed. It emerges.
Autonomous agents. Emergent behavior. Real-time observation.