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On-demand AI update analysis (#107): a new Analyze button on every container with an available update summarizes what changed between the running version and the update target, calls out breaking changes (each attributed to the version that introduced it), and rates the overall upgrade risk (none, low, medium, high). It reads GitHub Releases across the version range, follows linked changelogs, and falls back to the release page a hosaka.link.template points at; results are cached and can be regenerated from the dialog. The feature is off by default and runs only when you click. Powered by Google Gemini; set HOSAKA_AI_GEMINI_APIKEY to enable it (only public release notes plus the image name and version tags are sent, and only on click). See the AI update analysis docs.