DEVOPS
Localized release notes from a GitHub tag
When a new version tag is pushed to GitHub, generate clean release notes from the merged PRs, translate them into your target languages.
How it runs
The automated pipeline, trigger to output.
- TriggerNew version tag pushed (v*)GitHub
- ActionFetch merged PRs since previous tagGitHub
- ActionDraft grouped English release notesHugging Face
- ActionTranslate notes into target localesHugging Face
- OutputPublish multilingual GitHub ReleaseGitHub
What it does
Turns a freshly pushed Git tag into polished, multilingual release notes. It reads the PRs merged since the previous tag, drafts human-readable notes, translates them into the languages you ship in, and attaches every translation to the GitHub Release.
When to use it
Use it when your repo serves a global user base and you want every release to land with native-language notes the moment you cut a tag — without a manual copy-paste-translate ritual each time.
How it works
- 1A new tag matching `v*` is pushed to the repository (trigger).
- 2The flow diffs the new tag against the previous one and pulls the list of merged PR titles, bodies, and labels from GitHub.
- 3An LLM groups changes into Features / Fixes / Breaking and writes concise English notes.
- 4A translation step calls a Hugging Face multilingual model to produce one note set per target locale.
- 5The flow assembles a single Release body with collapsible per-language sections and publishes it to the GitHub Release for that tag.
Set it up
What you configure once, before turning it on.
- 1Connect GitHubRepos, issues, pull requests, actions.
- 2Connect Hugging FaceModels, datasets, spaces — the open-source hub.
- 3Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 4Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 5Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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