Alicia IrelandHost


Each locale team accumulates thousands of pending strings every week, and the usual outcome is spot checking and approving or rejecting in bulk with tools that only handle one screen at a time.

At the same time, requests for the project translation editor role have skyrocketed.

Over the past six months, the team has gone from receiving more per day than it used to per week, and developers aren't asking for one or two locales, but for 10 or 20.


Create an automated translator role that can contribute translations but can't approve or edit those of others.

And change the team's mission, which, in addition to training translators, will have to teach developers to use machine translation wisely and to internationalize their code properly.

For example, one proposal is to limit imports to 100 strings until an editor approves them.

Another is that only editors should be able to import and pull requests from the blog.

Some note that many developers think they need the role to get their translations approved, and others point out that the real incentive is directory visibility, and that an automatic glossary is hard in German because of its compound words.

The most elaborate proposal is not to ban anything, but to make automation visible.

The author would declare when importing that they used AI and agree that the strings be marked as unreviewed.

They would not enter the translation memory and users would see the notice before installing with the option to choose English or disable automatic translations.

From Japan, they report that their team reviews only the first strings and leaves change requests, and that their style guide works because many people already feed it to automated tools, with a request form limited to three locales as an idea.



Each locale team accumulates thousands of pending strings every week, and the usual outcome is spot checking and approving or rejecting in bulk with tools that only handle one screen at a time.

At the same time, requests for the project translation editor role have skyrocketed.

Over the past six months, the team has gone from receiving more per day than it used to per week, and developers aren't asking for one or two locales, but for 10 or 20.


Create an automated translator role that can contribute translations but can't approve or edit those of others.

And change the team's mission, which, in addition to training translators, will have to teach developers to use machine translation wisely and to internationalize their code properly.

For example, one proposal is to limit imports to 100 strings until an editor approves them.

Another is that only editors should be able to import and pull requests from the blog.

Some note that many developers think they need the role to get their translations approved, and others point out that the real incentive is directory visibility, and that an automatic glossary is hard in German because of its compound words.

The most elaborate proposal is not to ban anything, but to make automation visible.

The author would declare when importing that they used AI and agree that the strings be marked as unreviewed.

They would not enter the translation memory and users would see the notice before installing with the option to choose English or disable automatic translations.

From Japan, they report that their team reviews only the first strings and leaves change requests, and that their style guide works because many people already feed it to automated tools, with a request form limited to three locales as an idea.
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