Service

Talos Evolve

FULL PLAN ONLY

LLM-driven iterative code improvement with a real syntax gate (ast.parse), not behavioral verification.

No per-call charge -- unlimited under your subscription

Worked example

Run Evolution

curl -X POST https://cainstudio.online/talos-evolve/api/evolve/run \
  -H "X-API-Key: $CAIN_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"code": "...", "goal": "optimize", "model": "qwen2.5:1.5b", "iterations": 3}'

Try it live in your dashboard → See pricing →