Should I vibe code
Manage a software localization project with file sync, glossary, and reviews
Translation management is file sync plus a review queue plus a lot of edge cases.
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Their verdict, the Team price and the build-time estimate come from their entry, MIT-licensed. Checked 2026-08-03.
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Our verdict, the regret score and everything below it. Editorial and unsponsored — nobody can pay to be moved.
The honest answer
why the verdict is what it is
The core is approachable. Plurals, placeholders and keeping translators unblocked in CI is where the real work concentrates.
What actually breaks
not "if". the specific failures.
- Plural rules, which are not one-or-many — Arabic has six forms, Polish and Russian have their own categories, and English intuition encodes none of it
- Placeholder integrity, where a translator drops or reorders a variable and the app crashes in a language nobody on the team reads
- Context, because 'Open' as a button and 'Open' as a status are the same string and must not be the same key
- Right-to-left, which is layout work rather than translation work and surfaces late
- Encoding and file formats, where a round trip through the wrong tool silently mangles diacritics
The Polish translation ships. A week later the crash reports start, all from one screen, all in one locale. A translator working in a plain text field removed what looked like a stray token — the ordered placeholder for the item count — because it read as noise inside the sentence. Nothing validated it. The string is grammatically perfect Polish and the format call it feeds throws every time that screen loads, for every Polish user, and nobody who speaks Polish works on the team.
Is that you?
the verdict is a default, not a law
- It is a file-based workflow with validation in CI and a handful of languages
- Translators work in a tool that enforces placeholders rather than a text box
- Plurals go through an established message format library rather than your own logic
- Translated strings are not validated for placeholder integrity before merge
- You are implementing plural selection yourself
- Keys carry no context and translators cannot see where a string appears
- You support a right-to-left language and have not looked at the layout
If you build it anyway
the checklist, then the prompt that enforces it
- Use ICU MessageFormat or an equivalent for plurals, gender and selection. Never write plural logic — the category rules differ per language and are not guessable.
- Validate every translation in CI: same placeholders, same count, same names as the source. This is the check that prevents crashes in languages nobody reviews.
- Give every key a context note and, where possible, a screenshot. 'Open' needs disambiguating before it is translated, not after.
- Never key by English text. Keys are stable identifiers; the English string is just another translation.
- Treat right-to-left as a layout task and test it early with a real RTL locale, not a mirrored placeholder.
- Keep everything UTF-8 end to end and add a test containing diacritics, CJK and emoji to catch mangling.
Before you build a localization workflow, apply these and push back if I ask you to break them. 1. Use ICU MessageFormat, or the equivalent for my platform, for anything involving counts, gender or selection. Refuse to write plural logic by hand and tell me that plural categories differ per language — Arabic has six, Slavic languages have their own — and cannot be derived from English intuition. 2. Validate every translated string in CI against its source: identical placeholder names, identical count, no extras. Fail the build on mismatch. Explain that this is what stops a well-meaning edit crashing a locale nobody on the team can read. 3. Use stable identifier keys, never the English text as the key. Changing a word in English must not orphan every translation. 4. Require a context note per key, and attach a screenshot where possible. Ambiguous short strings like 'Open' cannot be translated correctly without it. 5. Keep all files UTF-8 and add a test string with diacritics, CJK characters and emoji that round-trips through the whole pipeline. 6. If any target language is right-to-left, test the actual layout early with a real translation rather than a mirrored dummy. 7. Detect and report orphaned keys — present in translations, absent from source — and unused keys, on every build. 8. Never machine-translate into production without review, and mark machine-translated strings distinctly. 9. Out of scope unless I ask: translation memory, glossary enforcement, vendor workflows.
That one keeps you out of trouble. For the prompt that actually builds it, canivibecodeit.com has one.
their build prompt ↗Or don’t build it
the boring option, and the way back out
$59 a month is worth it once you have several languages and outside translators, mostly for the review workflow and context tooling. A file-based pipeline with CI validation is a genuinely good build for a small number of languages — the validation is the part you must not skip either way.
Keep translations as ordinary files in version control in a standard format, with keys stable and context notes alongside. Translation memory is the only thing that is expensive to lose — export it in a standard interchange format so a change of tooling does not mean re-translating what you already paid for.
Active open-source localization platform with translation memory and in-context tooling.
Questions
Can't I just use singular and plural forms?
Only for languages that have exactly those two, which English does and many languages do not. Arabic distinguishes zero, one, two, few, many and other; Polish and Russian have their own category systems that depend on the final digits of the number. Two-form logic produces grammatically wrong text in a large share of the world's languages.
Why is placeholder validation so important?
Because it is the one translation error that crashes rather than reads oddly, and it happens in exactly the locales you cannot review. A translator sees an unfamiliar token in the middle of a sentence and reasonably tidies it away. A CI check comparing placeholders against the source catches it in seconds and costs nothing.
Every week, someone ships something they shouldn’t have.
New verdicts, the worst thing that landed in the trap, and the occasional incident report. No other email, ever.
last reviewed 2026-08-03 · verdict is editorial and unsponsored · shared entry data from canivibecodeit under MIT · not legal advice