Where the minutes go (30d)
Waste detected
Biggest wins first, each with the exact config fix.
Missing dependency cache · CI
Set `cache: 'pip'` on your `actions/setup-python` step, or add an `actions/cache@v4` step keyed on your requirements/lock file.
- uses: actions/setup-python@v5
with:
python-version: '3.12'
cache: 'pip'Workflow runs on both push and pull_request · CI
Pushing to a branch and opening a PR triggers two runs. Pick one (usually `pull_request`) and exclude branch pushes for non-default branches.
on:
push:
branches: [main]
pull_request:No concurrency control · CI
Add a `concurrency:` block keyed on branch to cancel superseded runs when devs push twice quickly.
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}
cancel-in-progress: trueAlso found: 3 more config fixes with negligible recoverable minutes: timeouts, retention, path filters
No job timeout · CI
No job sets `timeout-minutes`, so a hung step can run to GitHub's 6-hour default. Add `timeout-minutes` to each job.
jobs:
build:
runs-on: ubuntu-latest
timeout-minutes: 15Premium runners (macOS / Windows) · CI
macOS bills ~10x and Windows ~2x a Linux minute. The cost estimate above assumes Linux, so your real spend is higher. Move any job that doesn't need them to `ubuntu-latest`.
jobs:
build:
runs-on: ubuntu-latest # ~10x cheaper than macos-latestSystem packages reinstalled every run · CI
System packages install from the network on every run with no cache. Cache them (cache-apt-pkgs-action) or check whether the runner image already has the tool.
- uses: awalsh128/cache-apt-pkgs-action@latest
with:
packages: <your packages>
version: 1.0Copy every fix as one block (6 snippets, annotated per workflow)
# Missing dependency cache (pip) (applies to: CI)
- uses: actions/setup-python@v5
with:
python-version: '3.12'
cache: 'pip'
# Workflow runs on both push and pull_request (applies to: CI)
on:
push:
branches: [main]
pull_request:
# No concurrency control (applies to: CI)
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}
cancel-in-progress: true
# No job timeout (applies to: CI)
jobs:
build:
runs-on: ubuntu-latest
timeout-minutes: 15
# Premium runners (macOS / Windows) (applies to: CI)
jobs:
build:
runs-on: ubuntu-latest # ~10x cheaper than macos-latest
# System packages reinstalled every run (applies to: CI)
- uses: awalsh128/cache-apt-pkgs-action@latest
with:
packages: <your packages>
version: 1.0Each snippet is representative. Merge into the named workflow files rather than pasting wholesale.
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