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If you improve something, collaboration is very welcome. Contributions are especially appreciated when they preserve the main goal of the project: readable, portable, dependency-light numerical code that can be understood and changed. If you improve something, collaboration is very welcome. Contributions are especially appreciated when they preserve the main goal of the project: readable, portable, dependency-light numerical code that can be understood and changed.
PANIC is not meant to be perfect. It is meant to be open, inspectable, and improvable. PANIC is not meant to be perfect. It is meant to be open, inspectable, and improvable.
## Use of LLM assistance
LLMs may be used in a limited capacity during the development of PANIC, mostly for brainstorming, documentation, review ideas, and exploring possible implementation approaches.
Any LLM-assisted output should be reviewed, tested, and understood before being included. PANIC is intended to be readable, inspectable, and built from first principles, so LLM assistance is treated as a tool for support rather than a source of authority.