Challenge
Combine genuinely correct game-theory-optimal solver output with a conversational agent, fast enough to be usable.
Approach
Real solver tools exposed to a Groq ReAct loop with circuit breakers and Redis caching; sub-5s responses on cache hits.
Results
- Real GTO solver maths, not approximations
- Groq ReAct tool-calling, sub-5s with caching
- Circuit breakers + full test suite