docs/LIMITATIONS.md

Limitations

• This is a synthetic behavioral dataset.
• Repository contexts are structured abstractions rather than complete executable projects.
• Technical statements are designed to be plausible but have not all been verified by domain experts.
• Tool traces are intended actions, not observed executions.
• The generator uses controlled language patterns; semantic regularity may remain.
• Absence of exact or normalized duplicates does not prove complete semantic uniqueness.
• The test split holds out archetypes, but it is not a substitute for real-world evaluation.
• Models can still hallucinate, over-act, leak secrets, or make unsafe changes after training.