CI workflow (Agent-Field/SWE-AF)

The CI workflow from Agent-Field/SWE-AF, explained and optimized by Latchkey.

What it does

This is the CI workflow from the Agent-Field/SWE-AF 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

name: CI

on:
  push:
    branches: ["main", "copilot/**"]
  pull_request:
    branches: ["main", "copilot/**"]

jobs:
  test:
    runs-on: ubuntu-latest

    steps:
      - name: Checkout
        uses: actions/checkout@v4

      - name: Setup Python
        uses: actions/setup-python@v5
        with:
          python-version: "3.12"
          cache: "pip"

      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          python -m pip install -e ".[dev]"

      - name: Run checks
        run: make check
        env:
          AGENTFIELD_SERVER: http://localhost:9999

The same workflow, on Latchkey

Removes redundant runs and caps runaway jobs. Added and changed lines are highlighted.

name: CI
 
on:
  push:
    branches: ["main", "copilot/**"]
  pull_request:
    branches: ["main", "copilot/**"]
 
concurrency:
  group: ${{ github.workflow }}-${{ github.ref }}
  cancel-in-progress: true
 
jobs:
  test:
    timeout-minutes: 30
    runs-on: latchkey-small
 
    steps:
      - name: Checkout
        uses: actions/checkout@v4
 
      - name: Setup Python
        uses: actions/setup-python@v5
        with:
          python-version: "3.12"
          cache: "pip"
 
      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          python -m pip install -e ".[dev]"
 
      - name: Run checks
        run: make check
        env:
          AGENTFIELD_SERVER: http://localhost:9999
 

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 uses latchkey-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• Cancel superseded runs when a branch or PR gets a newer push.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.

What Latchkey heals here

This workflow has steps that commonly fail on transient issues (network, registries, flaky browsers). On Latchkey managed runners they are detected, retried, and self-healed instead of failing your build:

• Dependency installs

This workflow runs 1 job per trigger. On Latchkey the same minutes cost up to 58% less than GitHub-hosted, with zero queue time.

Actions used in this workflow