Open Source DevOps Tools Integration
Open Source DevOps Integration & CNCF Tools Consulting | Stonetusker

Your Toolchain Shouldn’t
Cost More Than It Saves.

Proprietary DevOps tooling comes with per-seat pricing, vendor roadmaps you don’t control, and migration costs that grow as you scale. We integrate CNCF and open-source tools — ArgoCD, Prometheus, Grafana, Tekton, Terraform — with the same enterprise reliability most teams pay a licence fee to get, without the lock-in that makes switching painful later.

No retainers  ·  NDA before any technical discussion  ·  30-minute call, no pitch deck

Open source isn’t cheaper because it’s free. It’s cheaper because it’s honest.

Proprietary DevOps platforms have a model: get teams dependent on the interface, raise prices at renewal, and make migration expensive enough that nobody does it. Most teams that pay for Azure DevOps, Bitbucket, or Bamboo aren’t paying for features they couldn’t get elsewhere. They’re paying for inertia.

Open-source and CNCF tools have been production-ready at enterprise scale for years. ArgoCD manages Kubernetes deployments at some of the largest companies in the world. Prometheus powers observability stacks that handle billions of metrics. The gap between open-source and enterprise tooling closed a long time ago. What’s left is the integration work — which is what we do.

Tooling costs grow every year regardless of whether the tools are getting better, because per-seat pricing scales with headcount, not value.
You’re paying for features you don’t use. The platform was bought for one reason and half the capability goes untouched while the bill covers all of it.
Migrating feels impossible because everything is integrated with the proprietary platform and untangling it seems like more work than the savings justify.
Observability is fragmented. Logs in one paid tool, metrics in another, traces somewhere else — with no unified view across the stack.

From the manufacturing firm CNCF toolchain engagement

60% Improvement in deployment velocity after open-source CI/CD pipeline replaced the previous toolchain
40+ Microservices brought under unified observability with Prometheus and Grafana
45% Reduction in DevOps tooling costs — same capability, no per-seat licences
Zero Proprietary lock-in remaining. Every tool in the new stack is portable and CNCF-backed.

CNCF and open-source tools we integrate and manage

CI/CD Jenkins, GitLab CI, Tekton, Drone CI, Argo Workflows
Containers & Orchestration Docker, Kubernetes, Helm, Kustomize
GitOps ArgoCD, FluxCD
Monitoring & Observability Prometheus, Grafana, Loki, Jaeger
Security & Policy Trivy, Clair, Falco, OPA, Kyverno
Infrastructure as Code Terraform, Ansible, Crossplane, Pulumi
Artifact Management Harbor, Nexus OSS, Artifactory OSS — versioned artifact storage for container images, Helm charts, and build outputs without a SaaS dependency

Every tool we recommend is production-ready, CNCF-backed where relevant, and selected for your specific stack — not pulled from a fixed template.

Five engagement types, including migration from paid tooling

01 Toolchain Assessment and Architecture Review of your current DevOps tooling, what it costs, what it doesn’t cover, and where open-source alternatives would deliver the same capability without the licence. The assessment produces a concrete toolchain architecture, not a wishlist.
02 Implementation and Integration Deployment and configuration of selected CNCF and open-source tools within your existing CI/CD and cloud environment. GitOps workflows, observability stacks, and security scanning — integrated into how your team already works, not bolted on as a separate system.
03 Automation Enablement IaC, CI/CD, security scanning, and observability unified into a single automated pipeline. Policies enforced at the pipeline level. Every deployment producing a complete audit trail without anyone having to compile it manually.
04 Migration from Proprietary Tools Structured migration from Azure DevOps, Bitbucket Pipelines, Bamboo, or other licensed platforms. We move pipelines, workflows, and integrations without breaking what’s in flight. The migration is staged so your team stays productive throughout.
05 Ongoing Administration and Support Managed services for upgrades, scaling, and maintenance of the open-source toolchain after integration is complete. ArgoCD upgrades, Prometheus retention tuning, Kubernetes version management — handled without your engineers needing to become specialists in every tool we deployed. Available without a long-term retainer.

CNCF Toolchain Modernisation for a Global Manufacturing Firm

A global manufacturing client was running fragmented CI/CD systems across business units, with monitoring handled by separate paid tools and no unified visibility across services. Engineers were switching between interfaces to debug a single incident. We replaced the entire toolchain with an open-source stack: Jenkins for CI, ArgoCD for GitOps deployments, Prometheus and Grafana for observability across all 40+ microservices. Tooling costs dropped 45% in the first year. Deployment velocity improved 60%. The engineering team now operates the full stack without outside support.

60% Faster deployments after CNCF toolchain replaced previous system
40+ Microservices under unified Prometheus and Grafana observability
45% Reduction in DevOps tooling costs in year one
Zero Proprietary lock-in remaining in the new stack

What the client said

We were paying for three separate tools that still didn’t give us a complete picture of our deployments. Stonetusker replaced all of them with an open-source stack that does more, costs less, and our engineers actually understand how to operate.

Director of Engineering Global Manufacturing Firm

Read all published case studies

How an open-source toolchain integration actually runs

We audit your current toolchain and what it costs

Two weeks reviewing what you’re running, what each tool costs, what it covers, and what gaps exist between tools that nobody has formally identified. We also look at what your team actually uses versus what’s been paid for and left idle. We sign an NDA before this starts. Your architecture and tooling decisions stay confidential.

We design the open-source toolchain with your engineers

Tool selection, integration architecture, GitOps workflow design, and observability stack layout — all designed collaboratively with your team, not handed over as a recommendation document. Your engineers understand why each tool was chosen before we start deploying it. That understanding is what makes handover actually work.

We deploy and integrate, staged to avoid disruption

If you’re migrating from existing tooling, the integration is staged — new tools go live alongside old ones so nothing breaks in production during the switch. Your team keeps shipping throughout. Once a stage is validated, the old tool is retired. Nothing is a big-bang cutover.

We validate pipelines under real load before stepping back

Before handover, every pipeline is tested against real deployments, observability alerts are calibrated against actual traffic patterns, and security policies are validated against your real workloads. We don’t hand over a toolchain that’s only been tested in a sandbox.

Ongoing support is available but most teams don’t need it

Managed upgrade support, scaling assistance, and tool maintenance are available post-engagement without a long-term retainer. Runbooks covering upgrades, failure modes, and scaling events are all delivered before we step back. Teams that go through the full engagement typically handle their own operations within 60 days.

Open Source Integration Pilot

See one open-source tool replace your most expensive paid one before committing to the full stack.

A 2 to 3 week paid pilot that integrates one open-source tool from your target stack into your real environment — not a sandbox. You see it working before you decide to replace anything else.

Toolchain audit and cost analysis We review your current tooling, what each tool actually costs when licensing and operational overhead are included, and where the best open-source replacement to pilot would be.
Working integration of one open-source tool One tool from your target stack — ArgoCD replacing your current deployment system, Prometheus replacing your paid monitoring, or Jenkins replacing a proprietary CI platform — integrated and running against your actual workloads. Delivered in the pilot window.
Documentation and runbook for the pilot tool Configuration decisions, upgrade process, failure modes, and day-to-day operation — documented during the pilot so your team can maintain it without us the day after handover.
Concrete plan for the full toolchain migration At pilot end: a specific, staged migration plan for the rest of your toolchain, ordered by impact and migration complexity, with realistic cost savings projected for each tool replaced.

Pilot guarantee

If the pilot doesn’t deliver a working open-source integration into your actual environment, you don’t pay for the full engagement.

The pilot produces a real integration — running against your actual workloads, not demonstrated on a sample project. If it doesn’t, you don’t pay for the next phase. That’s in the agreement before the pilot starts.

Questions about open source at enterprise scale

Open source tools need maintaining. Won’t we just be trading licence costs for engineering time?

This is a fair concern and the honest answer is: sometimes yes, sometimes no. The question is whether your current paid tool is actually being maintained for you, or whether you’re paying for a UI while your engineers still handle configuration, upgrades, and failure modes themselves. For most teams we audit, the maintenance overhead of open-source tools is lower than expected because CNCF projects like ArgoCD and Prometheus have large communities, excellent documentation, and stable upgrade paths. We also deliver runbooks covering the maintenance tasks that come up regularly, so your team isn’t starting from scratch when something needs attention.

We’re already on Azure DevOps and it works fine. Why would we migrate?

If it works fine and the costs are predictable, the answer might be: don’t. We start with the toolchain audit specifically so we can give you an honest answer about where switching makes financial sense and where it doesn’t. Not every team should migrate everything. The most common pattern is a hybrid approach — keeping the tools that have deep integration with your existing workflows and replacing the tools where open-source alternatives are clearly better and cheaper. If the audit shows Azure DevOps is giving you good value, we’ll say so.

How do we know open-source tools are secure enough for a regulated industry?

The CNCF graduation process is one of the more rigorous security reviews in the software industry. Graduated projects like Kubernetes, Prometheus, and ArgoCD have gone through multiple independent security audits, have dedicated security teams, and have CVE disclosure processes that are often faster than commercial vendors. Some of the security tools in our stack — Trivy, Falco, OPA — are specifically designed for regulated and enterprise environments and are used by financial services and healthcare organisations with strict compliance requirements. We can provide security documentation for any tool we recommend and scope compliance validation into the engagement if your industry requires it.

Stop paying licences for tools your engineers barely use.

30 minutes. We arrive having looked at your public stack and will tell you which tools are worth replacing first and what the savings would look like in year one.

No retainers  ·  No lock-in  ·  NDA signed before we discuss your architecture

30-minute call  ·  No pitch deck  ·  We come prepared for your specific toolchain

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