Debian developer Roland Clobus announced that live images for Debian 12.10 are now 100% reproducible, but this claim was later corrected to note that they are not fully reproducible due to nonfree packages. The Debian wiki provides more information on the reproducible live images. Reproducible builds aim to ensure that given the same source code, build environment, and build instructions, anyone can recreate bit-by-bit identical copies of all specified artifacts. However, achieving full reproducibility can be challenging due to various factors such as nonfree packages and metadata.