Every web app I ship eventually hits the same fork in the road: how does code get from a merge to a running server, reliably, on every push, without a human babysitting it? In 2026 there’s no shortage of tools that promise to answer that. The honest truth is that none of them is “best” in the abstract — the right pick depends on where your code lives, what you’re shipping, and how much DevOps machinery you actually want to own.
I’ve run all four of the tools below on real production systems over the last few years — Next.js apps, Laravel APIs, and a fleet of WordPress sites. Here’s where each one earns its keep and where it bites.
The four contenders
GitHub Actions, GitLab CI/CD, Buddy, and Deployer cover a wide spread. The first three are general CI/CD platforms; Deployer is a focused PHP deployment tool that does one job — zero-downtime releases — exceptionally well. Comparing them side by side is a little apples-to-oranges, which is exactly why people get the choice wrong.
| Tool | Hosting model | Pricing (2026) | Learning curve | Self-hosting | Best-fit use case |
|---|---|---|---|---|---|
| GitHub Actions | Cloud runners (or self-hosted runners) | Free tier of minutes; metered after, billed per-minute by runner size | Low to start, steep at scale | Yes — self-hosted runners | Anything already on GitHub; OSS; broad ecosystem |
| GitLab CI/CD | SaaS or fully self-managed | Free tier with CI minutes; per-seat tiers above | Moderate — YAML plus DevOps concepts | Yes — full self-managed install | Teams wanting one integrated DevOps platform end to end |
| Buddy | SaaS (cloud) or on-premise | Per-pipeline/seat subscription, no free OSS tier of note | Very low — visual pipeline builder | Yes — on-premise edition | Small teams that want fast pipelines without YAML |
| Deployer (PHP) | Runs from your machine or any CI; deploys over SSH | Free, open source | Low for PHP engineers | N/A — it’s a CLI tool, not a service | Zero-downtime PHP/Laravel/WordPress releases |
GitHub Actions
If your code is on GitHub, Actions is the path of least resistance, and that gravity is real. The marketplace is enormous, every third-party service ships an action, and the YAML is approachable for a first pipeline. You can go from empty repo to “tests run on every PR” in twenty minutes.
name: deploy
on:
push:
branches: [main]
jobs:
ship:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: actions/setup-node@v4
with: { node-version: 22 }
- run: npm ci && npm run build
- run: rsync -az ./dist/ deploy@host:/var/www/app/Where it bites: cost and YAML sprawl. Hosted minutes are cheap until they aren’t — a busy monorepo with matrix builds can run up a bill that surprises people, and the larger runner sizes are billed at multiples of the base rate. Debugging a failing workflow often means push-wait-read-logs loops because local emulation is imperfect. And once you have a dozen interdependent workflows, the YAML becomes its own codebase nobody wants to own. Self-hosted runners solve the cost problem but hand you a server to patch and secure.
GitLab CI/CD
GitLab’s pitch is that CI/CD isn’t a bolt-on — it’s part of one platform that also holds your repo, issues, container registry, security scanning, and environments. When you want a single pane of glass for the whole software lifecycle, that integration pays off. The .gitlab-ci.yml model with stages and reusable templates scales to genuinely complex pipelines, and the self-managed edition is the most complete “own your whole DevOps stack” option on this list.
deploy:
stage: deploy
image: alpine:3.20
script:
- apk add --no-cache rsync openssh
- rsync -az ./public/ "$DEPLOY_USER@$DEPLOY_HOST:/var/www/app/"
only:
- mainWhere it bites: it’s heavier than most teams need. Self-managing GitLab means real infrastructure and upkeep, and even on SaaS the surface area is large enough that onboarding takes longer than the others. If all you want is “run my tests and deploy,” you’ll feel like you bought a factory to make one part. The DevOps-platform value only materializes if you actually use the rest of the platform.
Buddy
Buddy is the one people underrate. Its visual pipeline builder lets you assemble build, test, and deploy steps as blocks instead of hand-writing YAML, and the caching is aggressive enough that pipelines genuinely feel fast — often noticeably faster than an equivalent Actions run cold. For a small team or a solo engineer who’d rather ship than maintain pipeline config, the UX is the selling point, and the on-premise edition exists if you can’t put builds in someone else’s cloud.
# buddy.yml — pipelines can also be built entirely in the UI
- pipeline: "Deploy to production"
trigger_mode: ON_EVERY_PUSH
ref_name: main
actions:
- action: "Build"
type: BUILD
docker_image_name: library/node
execute_commands: ["npm ci", "npm run build"]
- action: "Upload via SFTP"
type: SFTP
remote_path: /var/www/appWhere it bites: lock-in and cost-per-pipeline. There’s no meaningful free OSS tier, so it doesn’t fit public open source the way Actions does, and the visual model that makes simple pipelines pleasant can feel constraining once you need genuinely custom logic. You’re also tying your deployment process to a vendor whose pricing and roadmap you don’t control. For a private commercial app where engineer time is the expensive resource, that trade is often worth it; for OSS or highly bespoke pipelines, it’s not.
Deployer (PHP)
Deployer plays a different game. It isn’t a CI platform — it’s a PHP CLI tool whose entire reason to exist is shipping PHP code to servers with zero downtime. It builds each release in a timestamped directory, then atomically flips a current symlink, so a release is either fully live or not live at all. Rollback is just flipping the symlink back. For Laravel it has first-class recipes (migrations, cache warming, queue restarts), and it’s the backbone of nearly every automated WordPress deployment I set up, because WordPress otherwise has no native release story at all.
// deploy.php
import('recipe/laravel.php');
host('prod')
->set('remote_user', 'deploy')
->set('deploy_path', '/var/www/app');
task('deploy', [
'deploy:prepare', 'deploy:vendors',
'artisan:migrate', 'artisan:queue:restart',
'deploy:publish', // atomic symlink swap
]);Where it bites: it only deploys — it doesn’t run your tests, build matrices, or react to pull requests. It’s also PHP-only and assumes SSH access to real servers, so it’s useless for serverless or static-host targets. The right mental model is that Deployer is the deploy step; you still want a CI tool above it to gate on tests. In practice I run Deployer from inside GitHub Actions or GitLab — let the platform run the suite, then call dep deploy prod as the final, atomic step.
So which one?
- Pick GitHub Actions if your code already lives on GitHub, you’re shipping open source, or you want the broadest ecosystem with the gentlest start — and you’re prepared to watch the minutes bill as you grow.
- Pick GitLab CI/CD if you want one integrated platform for the whole lifecycle, or you have a hard requirement to self-manage your entire DevOps stack on your own infrastructure.
- Pick Buddy if you’re a small private team optimizing for pipeline speed and engineer time, and you’d rather click together a fast pipeline than maintain a pile of YAML.
- Pick Deployer if you’re shipping PHP — Laravel or WordPress — and want true zero-downtime releases with instant rollback. Pair it with one of the platforms above rather than treating it as a replacement.
The pattern I keep coming back to: a general CI platform to gate on quality, plus a purpose-built deploy step that’s atomic and reversible. That separation holds up whether you’re shipping a marketing site or a machine learning continuous integration pipeline where the “build” is a model artifact and the stakes on a bad release are higher. Match the tool to the job, not to the hype.
Champlin Enterprises builds and maintains pipelines like these for clients across every stack on this list. If you’d rather have shipping be boring and reliable than a thing you think about, let’s talk.
