linters workflow (PriorLabs/tabpfn-client)
The linters workflow from PriorLabs/tabpfn-client, 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 linters workflow from the PriorLabs/tabpfn-client 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: linters
on:
pull_request:
permissions:
contents: read
concurrency:
group: linters-${{ github.head_ref }}
cancel-in-progress: true
jobs:
linters:
name: Trunk
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
- uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0
with:
version: "0.9.9"
cache-python: true
- name: Install deps
run: uv sync --frozen --all-groups
- name: Trunk check
uses: trunk-io/trunk-action@04ba50e7658c81db7356da96657e6e77f220bfa3 # v1.3.1
with:
arguments: --all --no-progress --show-existing
The same workflow, on Latchkey
Removes redundant runs and caps runaway jobs. Added and changed lines are highlighted.
name: linters on: pull_request: permissions: contents: read concurrency: group: linters-${{ github.head_ref }} cancel-in-progress: true jobs: linters: timeout-minutes: 30 name: Trunk runs-on: latchkey-small steps: - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3 - uses: astral-sh/setup-uv@37802adc94f370d6bfd71619e3f0bf239e1f3b78 # v7.6.0 with: version: "0.9.9" cache-python: true - name: Install deps run: uv sync --frozen --all-groups - name: Trunk check uses: trunk-io/trunk-action@04ba50e7658c81db7356da96657e6e77f220bfa3 # v1.3.1 with: arguments: --all --no-progress --show-existing
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.