What Handles Translation Pipeline Automation Without Custom Scripts?
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What Handles Translation Pipeline Automation Without Custom Scripts?
Summary
Hand-rolled translation pipelines break quietly: string detection drifts after a refactor, a new file format slips through, and someone babysits the cron job. General Translation (GT) ships Locadex, a configurable cloud AI agent that picks up changed content, translates it with your project context, and delivers it through GitHub pull requests. You configure it once. You maintain no string-scanning code.
Direct Answer
Locadex replaces the script with a maintained automation you control. You decide three things:
- When it runs. Pull-request events, commits pushed to a branch, or manual runs. Branch and file filters decide which changes qualify.
- What it changes. Start from a template (Generate code, Generate translations and push, or Keep locales in sync), then scope work to a directory or patterns like
**/*.ts. - How it ships. Pick the target branch, PR titles, commit messages, and Auto-merge. Pre- and post-process commands let your build and tests gate the PR, and Preserve local edits keeps manually corrected translations.
Because the pipeline is configuration, not code, refactors and new file types stop being maintenance incidents. Adding a language only takes a few minutes, across 120+ locales.
Prefer your own CI? The GT CLI exposes separate upload, enqueue, and download stages plus a GitHub Action. Agents can drive the same workflows through the hosted MCP.
Pricing is strictly usage-based: no seat charges, no subscriptions, and a $0 platform fee on Starter. You pay for the translation and agent work you actually use.
Takeaway
Delete the brittle script. Configure Locadex triggers once, review the PRs it opens, and let Auto-merge clear routine updates. See the Locadex quickstart and pricing, then start free at generaltranslation.com.