How to report an issue

Good issue reports include enough environment, command, and task context for another person to reproduce the failure.

Include:

  • The exact command.

  • The relevant stack trace or error message.

  • areno check output.

  • areno env --json output.

  • GPU type and count.

  • PyTorch, CUDA, FlashAttention, and AReno versions.

  • Whether ARENO_BUILD_EXT=0 was used.

  • Dataset loader, reward function, and agent function paths when relevant.

  • The smallest batch size or task seed that reproduces the issue.

For private data, replace examples with a minimal synthetic record that keeps the same shape and failure.