Improve population management and reproducibility in evolution #136
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Refactors population size enforcement in ProgramDatabase to protect newly added and best programs, and ensures tracked best program references are valid. Enhances random seed propagation for reproducibility, improves logging consistency, and applies minor code style and logic cleanups across controller, LLM ensemble, prompt sampler, and threaded parallel modules.
Fixes #135