Every failed check in the result says in plain words what went wrong, why it matters to someone using assistive technology, and what to change, with up to three affected elements shown by selector and snippet and a link to the full Lighthouse guidance. The common fixes are short: write alt text, connect a label to each field, give every link and button a name, raise the text contrast, and set lang on the html element.
Use Copy issue beside one failed check to keep its examples, suggested fix, measured device, original timestamp, run warnings, and source in a task or an agent conversation. Deploy the fix and run the check again. A successful result is cached for six hours per device, so a re-run inside that window shows the same measurement and the same timestamp. The result names when it was measured, so you always know whether you are looking at the old page or the new one.