Agent Evolution Kit
Evolve agent capabilities, tools, and strategies through iterative improvement.
0/5 complete
Configuration
Evolution Progress
Generations
12
Fitness
0.91
Mutations
48
Evaluate baselineScore current agent: 0.85 fitness600ms
Generate mutationsCreate 48 tool + strategy variants1200ms
Benchmark variantsTest against evaluation suite1800ms
Select top performersKeep best 10 candidates400ms
Promote championNew fitness: 0.91 (+7%)300ms
Integration Code
import { createAgentEvolution } from 'agent-tools-kit/evolution'
const evolution = createAgentEvolution({ type: 'incremental' })
await evolution.evolve(agent, { generations: 20 })