Publish to PyPI workflow (nolar/kopf)
The Publish to PyPI workflow from nolar/kopf, explained and optimized by Latchkey.
CI health: C - fair
Point runs-on at Latchkey and get caching, job timeouts, SHA-pinned actions, self-healing for flaky steps, and up to 58% lower cost, applied automatically.
What it does
This is the Publish to PyPI workflow from the nolar/kopf repository, a real project running GitHub Actions. It is shown here with attribution under its MIT license.
Below, Latchkey shows a faster, safer version produced by its optimization engine.
The workflow
name: Publish to PyPI
on:
release:
types:
- published
# push:
# tags:
# - "[0-9]+.[0-9]+*"
workflow_dispatch: {}
jobs:
publish:
name: Build and publish
runs-on: ubuntu-24.04
permissions:
id-token: write # for trusted publishing
steps:
- uses: actions/checkout@v6
- uses: astral-sh/setup-uv@v7
- uses: actions/setup-python@v6
with:
python-version: "3.14"
- run: uv build
- uses: pypa/gh-action-pypi-publish@release/v1
with:
skip_existing: true
The same workflow, on Latchkey
Estimated ~20% faster on cache hits, plus fewer wasted runs and a safer supply chain. Added and changed lines are highlighted.
name: Publish to PyPI on: release: types: - published # push: # tags: # - "[0-9]+.[0-9]+*" workflow_dispatch: {} jobs: publish: timeout-minutes: 30 name: Build and publish runs-on: latchkey-small permissions: id-token: write # for trusted publishing steps: - uses: actions/checkout@v6 - uses: astral-sh/setup-uv@v7 - uses: actions/setup-python@v6 with: cache: 'pip' python-version: "3.14" - run: uv build - uses: pypa/gh-action-pypi-publish@release/v1 with: skip_existing: true
What changed
- Run on Latchkey managed runners with one line (
runs-on), which apply the fixes below automatically and self-heal transient failures. This example useslatchkey-small; pick the runner size that fits the job. - Cache dependency installs on the setup step so they are served from cache.
- Add a job timeout so a hung step cannot burn hours of runner time.
2 third-party actions are referenced by a movable tag. Pin them to the commit SHA (Latchkey resolves and applies this automatically) so a repointed tag cannot change what runs.
This workflow runs 1 job per trigger. On Latchkey the same minutes cost up to 58% less than GitHub-hosted, with zero queue time.