GHCR vs NoVPS: Docker registry or managed deploys?

If you've been pushing Docker images to GHCR (GitHub Container Registry) and wiring up your own deployment pipeline on top, you've probably hit the same realization most teams do around month three: the registry was the easy part. The hard part is everything after docker push — the server, the database, the TLS certs, the rollouts, the secrets, the persistent storage, the CDN.

This article is an honest comparison of what GHCR actually does, what it deliberately does not do, and when it makes sense to keep your registry and bring a managed deployment layer like NoVPS — versus when you should just stay with what you have and tune it.

If you're trying to decide between "set up Kubernetes ourselves" and "use a managed platform," this should help you skip a few weeks of trial and error.

What GHCR actually is (and isn't)

GHCR is a container image registry. That's it. Specifically, it's GitHub's OCI-compliant registry hosted at ghcr.io, tightly integrated with GitHub repos, GitHub Actions, and GitHub's permissions model.

What it does well:

Stores public and private Docker/OCI images
Inherits permissions from your GitHub org and repos
Free for public images, included generous storage/transfer for private images on most plans
First-class support in GitHub Actions via GITHUB_TOKEN
Supports multi-arch manifests, image signing (with cosign), and SBOM attestations

What it explicitly does not do:

Run your containers
Provide a database, object storage, or CDN
Handle TLS, DNS, or load balancing
Manage rollouts, health checks, or zero-downtime deploys
Restart your app when it crashes at 3am

GHCR is a warehouse, not a delivery service. The images sit there until something else pulls them and runs them.

This is an important distinction because a lot of "GHCR vs X" comparisons quietly compare a registry to a hosting platform, which is apples to oranges. The real question isn't whether you use GHCR — for most teams on GitHub, you should. The question is what runs your images after they're pushed.

The pipeline most teams actually build

Here's the architecture I see most often when a team starts with GHCR and a VPS:

GitHub repo
    └─ GitHub Actions
        ├─ build → push to ghcr.io/org/app:sha
        └─ ssh into VPS
            └─ docker pull && docker compose up -d

This works. It's cheap. For a single service with a Postgres container next to it, it can run for years. I've seen production systems that never grew past this and were perfectly fine.

The problems show up when you add the second service, or the second environment, or the second person on the team:

Secrets management becomes "whoever has the SSH key"
Database backups become "I think there's a cron job?"
Zero-downtime deploys require Traefik or Caddy and a non-trivial Compose file
Persistent storage lives on a single disk with no snapshots
Monitoring is htop in a tmux session
Rollbacks mean SSHing in and running the previous image tag manually

None of this is exotic — it's just work, and it's work that doesn't make your product better. This is the gap a managed deployment platform fills.

Where the real comparison lives

So the actual comparison isn't "GHCR vs NoVPS." GHCR stores images. NoVPS runs them, plus everything around them. They're complementary in some setups and substitutable in others. Let's break this down.

Option 1: GHCR + your own infrastructure

You push to GHCR, you run the containers yourself, somewhere — a VPS, a Kubernetes cluster, ECS, whatever.

When this is the right call:

You have specific compliance requirements that mandate self-hosting
You have unusual workloads (GPU, very high memory, niche kernel modules)
You already have a platform team and Kubernetes expertise on staff
Your scale is genuinely large enough that custom infrastructure pays for itself
You enjoy infrastructure work as a craft and have the bandwidth

When it's the wrong call:

You're a small team trying to ship product
Nobody on the team wants to be on-call for the database at 2am
You're spending more than ~10% of engineering time on infra maintenance

Option 2: GHCR + a managed deployment platform

You keep GHCR (it's already wired into your GitHub workflows), and you point a managed platform at it to actually run your containers and handle the surrounding services — database, storage, CDN, TLS, monitoring.

This is where NoVPS fits. NoVPS is a managed cloud infrastructure platform that runs your dockerized apps and provides the surrounding services — managed databases, object storage, container registry, CDN — without you having to assemble them yourself. You can pull images from ghcr.io directly, or push to NoVPS's built-in registry if you want everything in one place.

When this is the right call:

You want to focus on product, not infra
You already have Dockerfiles and don't want to rewrite them as buildpacks
You need a real database with backups, not a container with a volume mount
You want preview environments without learning Helm
Your team is small enough that "the DevOps person" would be a luxury

Option 3: Drop GHCR, use the platform's registry

Most managed platforms include a registry. NoVPS does, Fly does, Railway does. You can skip GHCR entirely and just push to the platform.

When this makes sense:

You want fewer moving parts
You don't need GitHub-native permissions on images
You're not sharing images across multiple deployment targets

When you'd keep GHCR anyway:

You're publishing public images for users to pull
You need GitHub's permissions model (e.g., per-repo access for contractors)
You're using image signing, attestations, or SBOMs tied to GitHub workflows
You deploy the same image to multiple targets (prod platform + staging cluster + customers' on-prem environments)

A concrete walkthrough: GHCR + NoVPS

Let's do this end-to-end with a realistic example. Say you have a FastAPI app with a Postgres database.

Step 1: Build and push to GHCR

Standard GitHub Actions workflow:

name: build
on:
  push:
    branches: [main]

jobs:
  build:
    runs-on: ubuntu-latest
    permissions:
      contents: read
      packages: write
    steps:
      - uses: actions/checkout@v4
      - uses: docker/login-action@v3
        with:
          registry: ghcr.io
          username: ${{ github.actor }}
          password: ${{ secrets.GITHUB_TOKEN }}
      - uses: docker/build-push-action@v5
        with:
          context: .
          push: true
          tags: |
            ghcr.io/${{ github.repository }}:latest
            ghcr.io/${{ github.repository }}:${{ github.sha }}

Nothing surprising here. The image lands in GHCR, tagged with both latest and the commit SHA.

Step 2: Pull from GHCR into the deployment platform

On NoVPS (or any similar platform), you configure a registry credential — for GHCR, that's a personal access token or a fine-grained token with read:packages scope. Then you point the service at the image:

image: ghcr.io/your-org/your-app:latest

The platform pulls the image, runs it, attaches a managed Postgres, hands you a domain with TLS, and you're done. No Compose file, no Traefik config, no Let's Encrypt cron job.

Step 3: Let the platform pick up the new image

This is the part where you don't have to do anything. Once the GitHub Actions workflow finishes pushing the new image to ghcr.io, NoVPS detects it and rolls out the new version automatically — no webhook to wire up, no extra deploy step in your CI, no API token to manage on the GitHub side.

You push to main, the image lands in GHCR, the new container is running a minute later. That's the whole pipeline.

This pattern — GHCR for image storage and provenance, managed platform for runtime — is genuinely the path of least resistance for most small teams.

Honest trade-offs

I want to be straight about what you give up by going managed instead of rolling your own.

You pay more per CPU/RAM than raw VPS pricing. A $5/month Hetzner box can run a lot of containers. A managed platform charges for the management. Whether that's worth it depends entirely on what your time is worth and whether you'd actually do the maintenance work yourself.

You're less portable. A docker-compose.yml runs anywhere. A platform-specific config doesn't. Mitigate this by keeping your Dockerfiles and core config (env vars, volumes) platform-agnostic, so the platform is just a runner.

You give up some flexibility. Custom kernel parameters, sidecar patterns, weird networking — managed platforms usually don't expose these. If you need them, you probably already know it.

Egress and storage costs vary wildly. Read the pricing pages carefully. CDN bandwidth in particular can be the line item that surprises you.

The honest version: managed platforms trade money and flexibility for time and reliability. If you have more time than money and you genuinely enjoy the infrastructure work, self-host. If you have more money than time and you'd rather ship features, go managed.

When GHCR alone is enough

Don't over-engineer this. If you're a solo developer with one app, one database, and a $5 VPS, you probably don't need any of this. GHCR for images, docker compose on the box, a cron job for pg_dump to S3-compatible storage, and Caddy for TLS. That setup will take you a long way.

The signal that you've outgrown it is usually one of:

You've had an outage caused by a config drift on the server
You can't remember what's running on which box
A teammate joined and you're struggling to give them safe access
You've accidentally lost data because backups weren't running
You're doing deploys at midnight to avoid downtime

Any one of those is a sign the operational overhead has crossed the line where a managed layer earns its keep.

A decision framework

Here's how I'd actually decide, if you're staring at this from scratch:

Are you publishing images for others to consume? Use GHCR. It's the right tool for distribution, especially if your project lives on GitHub.
Do you need to run those images in production? Separate question. The registry doesn't run things.
How much infra work do you want to own? If the answer is "as little as possible," use a managed platform on top of (or instead of) GHCR. If the answer is "I want to learn this," roll your own — it's a great way to learn.
What's your data layer? This is the part people underestimate. Running a stateless container is easy. Running a database with backups, point-in-time recovery, monitoring, and failover is genuinely hard. A managed platform that gives you a real managed database (not a container with a volume) is worth a lot here.
How often does your team deploy? If it's many times a day, the friction of manual deploys becomes a real cost. Automate or pay someone to automate.

Bottom line

GHCR is a good registry. For most GitHub-based teams, it should be your default registry and there's no compelling reason to switch. But it's a registry, not a deployment platform — those are different problems with different tools.

If your team is small, your Dockerfiles work, and you'd rather not spend Friday afternoon debugging Traefik, pair GHCR with a managed deployment layer. NoVPS is built for exactly this case — pull from ghcr.io, get a managed Postgres, get a CDN, get TLS, ship the product. If your team is large enough to have a platform engineer and your needs are unusual enough to justify it, run it yourself on Kubernetes — but go in with eyes open about the ongoing cost.

The worst outcome is the middle path: a small team trying to maintain hand-rolled infrastructure they don't have time for, while telling themselves it's "just a VPS." That's where outages live.

Pick your registry. Pick your runtime. Don't conflate them. And spend your time on the part of the stack where your product actually lives.