Ci cd pipelines

You are a senior DevOps engineer who builds fast, reliable CI/CD pipelines with zero tolerance for flaky builds.

Use this skill when

• Creating or modifying GitHub Actions or GitLab CI workflows
• Optimizing CI build times or caching strategies
• Setting up deployment automation (staging, production)
• Configuring Docker builds in CI
• Designing branch protection and merge requirements
• Automating version bumping or changelog generation

GitHub Actions: Workflow Fundamentals

Minimal Production Workflow

name: CI
on:
  push:
    branches: [main]
  pull_request:
    branches: [main]

concurrency:
  group: ${{ github.workflow }}-${{ github.ref }}
  cancel-in-progress: true

jobs:
  test:
    runs-on: ubuntu-latest
    timeout-minutes: 15
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
          node-version: 20
          cache: "pnpm"
      - run: pnpm install --frozen-lockfile
      - run: pnpm lint
      - run: pnpm test -- --coverage
      - run: pnpm build

Critical rules:

• Always set timeout-minutes. Default is 360 (6 hours). A hung job burns your minutes.
• Always use concurrency with cancel-in-progress on PRs. No reason to test stale commits.
• Always pin action versions to major (@v4) or SHA for security-critical actions.
• Always use --frozen-lockfile / --ci to prevent lockfile drift.

Job Matrix

jobs:
  test:
    strategy:
      fail-fast: false
      matrix:
        os: [ubuntu-latest, windows-latest]
        node: [18, 20, 22]
        exclude:
          - os: windows-latest
            node: 18
    runs-on: ${{ matrix.os }}
    steps:
      - uses: actions/setup-node@v4
        with:
          node-version: ${{ matrix.node }}

Set fail-fast: false to see all failures, not just the first. Exclude combinations that don't matter.

Caching Strategies

Node.js (pnpm)

- uses: actions/setup-node@v4
  with:
    node-version: 20
    cache: "pnpm"
# This caches the pnpm store. For node_modules caching:
- uses: actions/cache@v4
  with:
    path: node_modules
    key: modules-${{ runner.os }}-${{ hashFiles('pnpm-lock.yaml') }}

Go

- uses: actions/setup-go@v5
  with:
    go-version: "1.26"
    cache: true  # Caches ~/go/pkg/mod and ~/.cache/go-build

Python (pip)

- uses: actions/setup-python@v5
  with:
    python-version: "3.14"
    cache: "pip"
    cache-dependency-path: requirements*.txt

Docker Layer Caching

- uses: docker/build-push-action@v5
  with:
    context: .
    push: ${{ github.ref == 'refs/heads/main' }}
    tags: ghcr.io/${{ github.repository }}:${{ github.sha }}
    cache-from: type=gha
    cache-to: type=gha,mode=max

type=gha uses GitHub Actions cache backend -- no external registry needed. mode=max caches all layers, not just final.

Reusable Workflows

Caller

# .github/workflows/ci.yml
jobs:
  test:
    uses: ./.github/workflows/reusable-test.yml
    with:
      node-version: 20
    secrets: inherit

Callee

# .github/workflows/reusable-test.yml
on:
  workflow_call:
    inputs:
      node-version:
        type: number
        default: 20
    secrets:
      NPM_TOKEN:
        required: false

jobs:
  test:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
          node-version: ${{ inputs.node-version }}
      - run: pnpm install --frozen-lockfile
      - run: pnpm test

Use secrets: inherit to pass all secrets. Use explicit secrets: block for cross-repo calls.

Composite Actions

For reusable steps (not jobs). Lives in .github/actions/<name>/action.yml.

# .github/actions/setup-project/action.yml
name: Setup Project
description: Install deps and cache
inputs:
  node-version:
    default: "20"
runs:
  using: composite
  steps:
    - uses: pnpm/action-setup@v4
      with:
        version: 9
    - uses: actions/setup-node@v4
      with:
        node-version: ${{ inputs.node-version }}
        cache: "pnpm"
    - run: pnpm install --frozen-lockfile
      shell: bash

Every run step in a composite action MUST specify shell: bash.

Secrets & Environments

jobs:
  deploy-staging:
    environment: staging  # Requires approval if configured
    env:
      DATABASE_URL: ${{ secrets.DATABASE_URL }}
    steps:
      - run: echo "Deploying to staging"

  deploy-production:
    needs: deploy-staging
    environment: production  # Separate approvers, separate secrets
    steps:
      - run: echo "Deploying to production"

Never log secrets. Use ::add-mask:: if you must construct a secret dynamically:

- run: |
    TOKEN=$(generate-token)
    echo "::add-mask::$TOKEN"
    echo "TOKEN=$TOKEN" >> $GITHUB_ENV

Deployment Patterns

Blue-Green (zero-downtime swap)

deploy:
  steps:
    - run: |
        # Deploy to inactive slot
        az webapp deployment slot create --name myapp --slot staging
        az webapp deploy --slot staging --src-path dist.zip
        # Smoke test staging
        curl --fail https://myapp-staging.azurewebsites.net/health
        # Swap
        az webapp deployment slot swap --name myapp --slot staging --target-slot production

Canary (gradual rollout)

- run: |
    kubectl set image deployment/app app=myimage:${{ github.sha }}
    kubectl rollout status deployment/app --timeout=120s
    # Route 10% traffic to new version
    kubectl apply -f canary-10-percent.yaml
    sleep 300
    # Check error rate, proceed or rollback
    ERROR_RATE=$(curl -s prometheus/api/v1/query?query=error_rate)
    if [ $(echo "$ERROR_RATE > 0.01" | bc) -eq 1 ]; then
      kubectl rollout undo deployment/app
      exit 1
    fi
    kubectl apply -f canary-100-percent.yaml

Rolling (Kubernetes default)

Kubernetes RollingUpdate with maxSurge: 1 and maxUnavailable: 0 for zero-downtime.

Docker in CI

Multi-stage Dockerfile optimized for CI

FROM node:24-alpine AS deps
WORKDIR /app
COPY package.json pnpm-lock.yaml ./
RUN corepack enable && pnpm install --frozen-lockfile --prod

FROM node:24-alpine AS build
WORKDIR /app
COPY --from=deps /app/node_modules ./node_modules
COPY . .
RUN pnpm build

FROM gcr.io/distroless/nodejs20-debian12
WORKDIR /app
COPY --from=deps /app/node_modules ./node_modules
COPY --from=build /app/dist ./dist
CMD ["dist/index.js"]

Order layers by change frequency: OS < runtime < deps < source. Each line is a cache layer.

Version Bumping with Changesets

# .github/workflows/release.yml
name: Release
on:
  push:
    branches: [main]

jobs:
  release:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
          node-version: 20
          cache: "pnpm"
      - run: pnpm install --frozen-lockfile
      - uses: changesets/action@v1
        with:
          publish: pnpm release
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          NPM_TOKEN: ${{ secrets.NPM_TOKEN }}

Branch Protection Checklist

Configure in repo Settings > Branches > Branch protection rules:

• Require PR reviews (1 minimum, dismiss stale on new push)
• Require status checks: test, lint, build must pass
• Require branches up to date before merge
• Require signed commits for high-security repos
• Restrict force pushes (always, no exceptions on main)

GitLab CI Basics

# .gitlab-ci.yml
stages:
  - test
  - build
  - deploy

variables:
  PIP_CACHE_DIR: "$CI_PROJECT_DIR/.cache/pip"

cache:
  key: "$CI_COMMIT_REF_SLUG"
  paths:
    - .cache/pip
    - node_modules/

test:
  stage: test
  image: python:3.14
  script:
    - pip install -r requirements.txt
    - pytest --cov=src --junitxml=report.xml
  artifacts:
    reports:
      junit: report.xml

build:
  stage: build
  image: docker:24
  services:
    - docker:24-dind
  script:
    - docker build -t $CI_REGISTRY_IMAGE:$CI_COMMIT_SHA .
    - docker push $CI_REGISTRY_IMAGE:$CI_COMMIT_SHA
  only:
    - main

Key GitLab differences from GitHub Actions:

• stages define order; jobs in same stage run in parallel.
• cache is per-runner, not per-repo. Use key carefully.
• artifacts pass files between stages (GitHub uses actions/upload-artifact).
• services for Docker-in-Docker (GitHub uses docker/setup-buildx-action).

Artifact Caching Gotchas

GitHub Actions cache has a 10GB limit per repo. Older entries are evicted when full.

• Cache thrashing: Don't use ${{ github.sha }} as key. Use ${{ hashFiles('**/lockfile') }}.
• Never-hit cache: Key changes every run. Use restore-keys for fallback.
• Stale deps: Include dependency file hash in key to force invalidation.

Game Engine CI (Unity)

Uses game-ci actions. Key concerns: LFS checkout, Library caching, platform matrix, license secret.

# .github/workflows/unity.yml
name: Unity Build
on:
  push:
    branches: [main, develop]
env:
  UNITY_LICENSE: ${{ secrets.UNITY_LICENSE }}

jobs:
  test:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
        with: { lfs: true }
      - uses: actions/cache@v4
        with:
          path: Library
          key: Library-${{ hashFiles('Assets/**', 'Packages/**', 'ProjectSettings/**') }}
          restore-keys: Library-
      - uses: game-ci/unity-test-runner@v4
        with: { testMode: all, artifactsPath: test-results }
      - uses: actions/upload-artifact@v4
        if: always()
        with: { name: test-results, path: test-results }

  build:
    needs: test
    runs-on: ubuntu-latest
    strategy:
      fail-fast: false
      matrix:
        targetPlatform: [StandaloneWindows64, StandaloneLinux64, WebGL, Android]
    steps:
      - uses: actions/checkout@v4
        with: { lfs: true }
      - uses: actions/cache@v4
        with:
          path: Library
          key: Library-${{ matrix.targetPlatform }}-${{ hashFiles('Assets/**') }}
          restore-keys: Library-${{ matrix.targetPlatform }}-
      - uses: game-ci/unity-builder@v4
        with:
          targetPlatform: ${{ matrix.targetPlatform }}
          versioning: Semantic
          buildMethod: BuildScript.PerformBuild
      - uses: actions/upload-artifact@v4
        with:
          name: Build-${{ matrix.targetPlatform }}
          path: build/${{ matrix.targetPlatform }}
          retention-days: 14

BuildScript.cs

// Assets/Editor/BuildScript.cs
using UnityEditor;
using UnityEditor.Build.Reporting;

public class BuildScript
{
    public static void PerformBuild()
    {
        var report = BuildPipeline.BuildPlayer(new BuildPlayerOptions
        {
            scenes = new[] { "Assets/Scenes/Main.unity" },
            locationPathName = "build/Game.exe",
            target = BuildTarget.StandaloneWindows64,
            options = BuildOptions.None
        });
        if (report.summary.result != BuildResult.Succeeded)
            EditorApplication.Exit(1);
    }
}

PlayMode Test

using NUnit.Framework;
using UnityEngine;
using UnityEngine.TestTools;
using System.Collections;

public class PlayerMovementTests
{
    private GameObject _player;

    [UnitySetUp]
    public IEnumerator SetUp()
    {
        _player = Object.Instantiate(Resources.Load<GameObject>("Prefabs/Player"));
        yield return null;
    }

    [UnityTest]
    public IEnumerator Player_MovesForward_WhenInputApplied()
    {
        Vector3 startPos = _player.transform.position;
        _player.GetComponent<PlayerController>().SetInput(Vector2.up);
        yield return new WaitForSeconds(0.5f);
        Assert.Greater(_player.transform.position.z, startPos.z);
    }

    [UnityTearDown]
    public IEnumerator TearDown() { Object.Destroy(_player); yield return null; }
}

Unity CI rules:

• Always lfs: true. Unity projects use Git LFS for assets.
• Cache Library/ with per-platform keys. Regeneration takes 5-15 min.
• testMode: all runs EditMode + PlayMode. Split if needed.
• Build times: WebGL 10-20 min, Windows 5-10 min, Android 15-25 min.

CI Performance Rules

1. Parallelize everything: lint, test, typecheck, build as separate jobs. They don't depend on each other.
2. Cache aggressively: dependency installs are the #1 time sink. Cache both store and node_modules.
3. Fail fast: put lint and typecheck before tests. They're 10x faster and catch 50% of issues.
4. Skip unnecessary work: use path filters to skip CI for docs-only changes.
5. Use ubuntu-latest: it's 2-3x faster than macos-latest and 5-10x faster than windows-latest.

on:
  push:
    paths-ignore:
      - "docs/**"
      - "*.md"
      - ".gitignore"