# Testing games

1. Games are dlls. Use a standalone test project to test a game.
2. Create baseline game snapshots in textual format. Save to files.
3. Create baseline logs via the r3 observable api. Save to files.
4. Read the snapshot/logs manually to identify issues.
5. Make sure serialization roundtrip works.

## Play tests

Playtests are games executed with AI players who give unexpected play commands.

AI players are not LLMs here; they are typically common game AI implementations.

Create static functions that analyze the game state and return a command. Each such function is an agent. Each AI player routes its decisions to a random agent in a pool of weighted agents.

Agents to consider:
- Random: evenly chooses every move randomly.
- Greedy: uses a specific way to score actions. Always chooses the onewith highest score. There can be multiple Greedy agents wtih different scoring.