cache_trunk workflow (PriorLabs/tabpfn-client)
The cache_trunk workflow from PriorLabs/tabpfn-client, explained and optimized by Latchkey.
C
CI health: C - fair
Point runs-on at Latchkey and get run de-duplication, job timeouts, self-healing for flaky steps, and up to 58% lower cost, applied automatically.
What it does
This is the cache_trunk 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)
# https://github.com/trunk-io/trunk-action?tab=readme-ov-file#caching
name: cache_trunk
on:
push:
branches: [main]
paths: [.trunk/trunk.yaml]
permissions: read-all
jobs:
cache_trunk:
name: Cache Trunk
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
- name: Trunk Populate Cache
uses: trunk-io/trunk-action@04ba50e7658c81db7356da96657e6e77f220bfa3 # v1.3.1
with:
check-mode: populate_cache_only
The same workflow, on Latchkey
Removes redundant runs and caps runaway jobs. Added and changed lines are highlighted.
# https://github.com/trunk-io/trunk-action?tab=readme-ov-file#caching name: cache_trunk on: push: branches: [main] paths: [.trunk/trunk.yaml] permissions: read-all concurrency: group: ${{ github.workflow }}-${{ github.ref }} cancel-in-progress: true jobs: cache_trunk: timeout-minutes: 30 name: Cache Trunk runs-on: latchkey-small steps: - name: Checkout uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3 - name: Trunk Populate Cache uses: trunk-io/trunk-action@04ba50e7658c81db7356da96657e6e77f220bfa3 # v1.3.1 with: check-mode: populate_cache_only
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. - Cancel superseded runs when a branch or PR gets a newer push.
- 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.