CI workflow (vllm-project/production-stack)
The CI workflow from vllm-project/production-stack, explained and optimized by Latchkey.
A
CI health: A - excellent
Point runs-on at Latchkey and get job timeouts, self-healing for flaky steps, and up to 58% lower cost, applied automatically.
What it does
This is the CI workflow from the vllm-project/production-stack repository, a real project running GitHub Actions. It is shown here with attribution under its Apache-2.0 license.
Below, Latchkey shows a faster, safer version produced by its optimization engine.
The workflow
workflow (.yml)
name: CI
on:
push:
branches:
- main
paths:
- '.github/workflows/**'
- '**.py'
- 'pyproject.toml'
pull_request:
paths:
- '.github/workflows/**'
- '**.py'
- 'pyproject.toml'
merge_group:
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}
cancel-in-progress: true
jobs:
python-tests:
name: Python Tests
runs-on: ubuntu-latest
steps:
- name: Checkout Code
uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
- name: Install uv
uses: astral-sh/setup-uv@d4b2f3b6ecc6e67c4457f6d3e41ec42d3d0fcb86 # v5.4.2
with:
enable-cache: true
ignore-nothing-to-cache: true
- name: Install Dependencies
run: uv sync --all-extras --all-groups
- name: Run Tests
run: uv run pytest
The same workflow, on Latchkey
Removes redundant runs and caps runaway jobs. Added and changed lines are highlighted.
name: CI on: push: branches: - main paths: - '.github/workflows/**' - '**.py' - 'pyproject.toml' pull_request: paths: - '.github/workflows/**' - '**.py' - 'pyproject.toml' merge_group: concurrency: group: ${{ github.workflow }}-${{ github.ref }} cancel-in-progress: true jobs: python-tests: timeout-minutes: 30 name: Python Tests runs-on: latchkey-small steps: - name: Checkout Code uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - name: Install uv uses: astral-sh/setup-uv@d4b2f3b6ecc6e67c4457f6d3e41ec42d3d0fcb86 # v5.4.2 with: enable-cache: true ignore-nothing-to-cache: true - name: Install Dependencies run: uv sync --all-extras --all-groups - name: Run Tests run: uv run pytest
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. - Add a job timeout so a hung step cannot burn hours of runner time.
This workflow runs 1 job per trigger. On Latchkey the same minutes cost up to 58% less than GitHub-hosted, with zero queue time.