This post is aimed at developers and people new to localisation who might be tempted to think an LLM’s output is perfect. At LanguageOps we have automated processes that check for:
$0, {name} are correctly formatted.
These are usually mechanical checks which require no LLM use and can be run quickly with a fixed set of rules, to save your reviewers falling into these repeated traps across languages and projects. Whole QA software products exist to prevent these leaking into translations - we’ve built them in to the editor for linguists or PMs to quickly run, filter and resolve.