Keep your .gitlab-ci.yml. Add the runtime loop.
GitLab CI is a capable, well-integrated pipeline engine. But it stops where deployment lands — incidents, live posture, and cost are still yours to assemble. Atmosly adds GitOps-native delivery and the operate-secure-optimize loop on top.
- ✓ Pairs with your CI
- ✓ Read-only to start
- ✓ No self-host upgrades
Two good tools, built for different scopes
Both work with Kubernetes. The real question isn't whose feature is better — it's how much of the lifecycle you want one product to own.
GitLab CI is a capable, well-integrated pipeline engine, configured in YAML and run by GitLab Runners — a strong choice when your code, reviews, and pipelines all live in one place.
Its Kubernetes runtime story is thinner: no AI incident response, security that's scan-and-report rather than continuous posture, and cost handled elsewhere. Self-managed runners are yours to scale and patch.
- No AI SRE or automated root-cause
- Security is scan-time, not continuous posture
- No native Kubernetes cost intelligence
- Self-managed runners to scale & patch
Atmosly is one unified Kubernetes platform. Code flows through visual CI/CD and GitOps; the AI SRE agent watches what's running and proposes ranked fixes; the security engine scans posture continuously; and cost intelligence shows where the money goes.
It's fully managed and agent-based — no self-hosted upgrades to chase. And the SquareOps services team can implement and run it for you.
- AI SRE: root cause + ranked fix PRs
- Continuous CIS / PCI / SOC 2 posture
- Built-in cost intelligence & FinOps
- Fully managed — zero upgrade toil
GitLab CI ships code. Atmosly runs what ships.
Your pipelines get code to the cluster. Atmosly owns what happens next — incidents, compliance posture, and spend — without leaving the platform.
An AI SRE for what's running
When a pod OOMKills or a service crash-loops, Atmosly infers the actual root cause and opens the PR that fixes it — with a full audit trail. Read-only by default, every action reversible.
- Root cause in under a minute, fix proposed
- Read-only by default — every action reversible
- No runbooks to write, no rotation to staff
Continuous posture, not a build-time scan
Always-on scanning against CIS, PCI DSS, SOC 2, and NSA hardening, with audit-ready evidence on demand — watching the live cluster for drift, not just images at build time.
- CIS · PCI · SOC 2 · NSA frameworks built in
- Drift caught on the running cluster
- Audit-ready evidence exported on demand
Cost you can see, leaks closed automatically
Per-namespace and per-workload cost, right-sizing from real usage, and waste detection built in — reconciled to your bill, with guardrails that scale non-prod down on a schedule.
- Cost by service & namespace, reconciled to the bill
- Right-sizing from real usage, not guesswork
- Guardrails scale non-prod down on a schedule
GitLab CI vs Atmosly, capability by capability
The capabilities below are the ones Atmosly brings to one platform. We've kept GitLab CI's genuine wins in the table too.
GitLab CI's strengths are real for the job it's built for. Atmosly's case is scope and managed operations across the whole loop.
Which one is right for your team?
Here's how to decide based on scope and who you want running the platform.
- Your whole SDLC already lives in GitLab
- You want CI tightly coupled to MRs and issues
- YAML pipelines suit your team well
- You need GitLab-specific features beyond CI
- You prefer one vendor for repo + pipelines
- You want delivery plus AI SRE, security & cost in one loop
- You'd rather not spend engineer-weeks self-hosting a platform
- Continuous compliance posture matters, not just scans
- You want auto root-cause and fix PRs for incidents
- You'd like a partner (SquareOps) to implement and run it
The bottom line: If your whole SDLC lives in GitLab and CI tightly coupled to merge requests is the priority, GitLab CI fits well. If you want Kubernetes runtime operations on the same platform as delivery, that's Atmosly.
From GitLab CI to Atmosly in an afternoon
No big-bang migration. You connect read-only, see value first, and adopt the rest of the loop at your own pace — keeping the GitOps and Helm you already run.
Connect read-only
Import your existing EKS, GKE, or AKS cluster — public or private — in minutes. Nothing changes; Atmosly just starts observing.
Bring what you run
Point Atmosly at your existing clusters, Git repos, and Helm releases. It's standard Kubernetes underneath — nothing to recreate.
Turn on the loop
Switch on visual CI/CD, the AI SRE agent, continuous security, and cost intelligence as you're ready — one capability at a time.
Hand off the toil
Atmosly is fully managed — no self-host upgrades to chase. SquareOps can run day-2 operations for you if you'd like.
What teams comparing GitLab CI ask
Can we keep GitLab for source and reviews?
How is this different from GitLab's Kubernetes integration?
Do we still run our own runners?
What about GitLab's security scanning?
How hard is it to migrate from GitLab CI?
Which clouds and clusters does Atmosly support?
Will Atmosly lock us in?
Do we host Atmosly, or is it managed?
Keep what works. Close the loop.
Connect a cluster read-only and watch your deploys, incidents, posture, and spend show up in one place — in minutes. Free, no sales call.