Diffsift keeps AI code review on the premises

Field notes

The described workflow connects to GitHub or Azure DevOps with a personal access token, sends review work to a locally controlled model endpoint, and writes the result as Markdown. Review packs include severity, confidence, and evidence linked to diff hunks. An optional inbox polls for pull-request changes and applies rules such as skipping drafts or capping pull-request size. The page says credentials are DPAPI-encrypted and that comment posting remains individually confirmed.