@misc{levi2026adai,
  author = {Levi, Hiago Kin},
  title = {Autonomous Defensive AI: An Envelope-and-Evidence Framework for Governed LLMs Acting on Production Infrastructure},
  year = {2026},
  month = {oct},
  publisher = {Zenodo},
  doi = {10.5281/zenodo.23089594},
  url = {https://doi.org/10.5281/zenodo.23089594},
  note = {Version 1.0. Research preprint; not represented as peer-reviewed.}
}