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☠☠☠\n\n```Shell\npre-commit run -a\n\npytest\n# or\npytest --stepwise\n```\n\n### Code Coverage\n\n```shell\ncoverage run -m pytest\n\ncoverage html\n# or simpler\ncoverage report\n```\n\n## Release-Procedure\n\n- increase version number by executing ``bump2version`` (see cmds below)\n- update changelog in ``CHANGELOG.md``\n- run unittests locally\n  - additionally every push gets automatically tested by GitHub workflows\n- install and run ``pre-commit`` for QA-Checks, see steps above\n- move code from dev-branch to main by PR\n- add tag to commit - reflecting current version number - i.e. ``v25.5.1``\n  - GitHub automatically creates a release\n- update release-text with latest Changelog (from `CHANGELOG.md`)\n- rebase dev-branch\n\n```Shell\nbump2version --allow-dirty --new-version 2025.10.1 patch\n# ⤷ format: year.month.patch_release\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnes-lab%2Fshepherd-webapi","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnes-lab%2Fshepherd-webapi","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnes-lab%2Fshepherd-webapi/lists"}