Better texts, and your reference reports count

August 17, 2026

This release improves the text Kadero generates for you and makes your own reference reports count toward it.

Generated text quality

A better starting point for every observation: the underlying generation has been upgraded — it now takes the specific building element into account and leans more on your strongest reference examples. Text still reads as a draft for you to review and adjust, same as before.

Uploads now genuinely inform your texts: a report you upload is processed and feeds into your future generated text, instead of only being stored.
See what an upload contributed: each uploaded report now shows what was extracted from it, and you can remove one if you don't want it counted.
Broader file support: in addition to PDF, you can now upload .txt, .md and .docx reference reports.
No duplicate uploads: re-uploading the same report is recognized and skipped instead of being processed twice.

The sidebar keeps track of where you are: it no longer loses your active finding or skips chapters at the end of a report.
The cost summary prints correctly: a report split across categories no longer shows a duplicated card or a doubled total.