# Poker AI Testbed & Live Server Roadmap

## Simulation Testbed

**Remaining for mass simulation**
- Parallel simulation engine (multi-threading)
- Result visualization (charts/graphs)
- GUI for configuration of simulations and bots

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### "Unit Test" Framework
**Goal:** Bot behavior can be tested against predefined hands

**Hand Replayer**
- Poker Tracker style hands
- Action comparison to expected outcome
- Selection of hands from different sources (books)
- Action likelihoods (multiple replays)
- GUI for test runs with chosen hand-sets and bots