balancelab
Find the exploit before your players do.
Red-team your game economy before launch with co-evolving exploit/defender LLM agents.
Game economies break in ways designers can't enumerate by hand — emergent arbitrage, duplication-adjacent flows, farms a bot can amplify. These are discovered post-launch, by the most motivated players, at maximum cost.
Co-evolving exploiter/defender LLM-agent populations reason over the economy's formal rule graph to hypothesize exploits, verify them in a sandbox, and emit structured exploit reports mapped to concrete mitigations — before launch, not after.
Rule-graph model
Ingests the economy's formal rules as a graph the agents can reason and search over.
Exploiter agents
Hypothesize exploit paths — arbitrage, dupes, bot-amplifiable farms — across the rule space.
Sandbox verification
Candidate exploits are executed and confirmed in a sandbox, not just asserted.
Mitigation reports
Confirmed exploits emit structured reports mapped to specific parameter or rule fixes.