Permalator agents do not rely on manual tuning. Instead, they evolve through a built-in Auto-Strategy Mutation Enginethat continuously refines trading behavior.
Mutation may affect:
Leverage ranges
Position sizing functions
Signal thresholds
Entry/exit timing logic
Risk-reward parameters
Mutations are driven by performance feedback stored in the Agent Memory Vault.
Controlled Adaptation
To prevent instability, all mutations are:
Bounded by protocol rules
Rate-limited over time
Regime-conditioned
Governance-configurable
Each mutation is cryptographically committed, preserving the full evolutionary lineage of the agent.
This creates a safe evolutionary loop where improvement is continuous but never chaotic.