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Mastering GitOps with Flux and Argo CD: Automating Infrastructure as Code in Kubernetes

Posted
September 8, 2025
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minutes
Danny Perry
Co-Founder, Content Director

GitOps is quickly becoming the standard approach for managing Kubernetes infrastructure. Why? Because it brings the familiar workflow of Git to operations, making infrastructure changes visible, auditable, and reproducible. This briefing will dive deep into Flux and Argo CD, two powerful tools for GitOps, and show you how they automate infrastructure as code (IaC) in a Kubernetes environment.

Why GitOps?

Before we get into the nitty-gritty, let’s talk about why GitOps is so game-changing. Traditional ops processes require manual intervention, logging into servers, running scripts, and manually applying configurations. GitOps removes that complexity by keeping your entire infrastructure’s state in Git, and letting automation do the rest. Think of it as having an ops "single source of truth" where every configuration change is version-controlled and automatically applied.

Ever had that moment where you’re not sure if your GitOps setup is bulletproof? You’re not alone, a common challenge. That’s why we’ll break down Flux and Argo CD, showing how they can help ensure your deployments are both secure and reliable.

What Is GitOps?

GitOps is more than just applying Git principles to operationsit’s a whole philosophy of continuous delivery (CD) that emphasises declarative configuration and automated deployments. You define your desired infrastructure state in a Git repository, and GitOps tools ensure your Kubernetes clusters are always in sync with that state.

Key Principles of GitOps:

  1. Declarative Infrastructure: Your desired state (infrastructure configuration) is written as code.
  2. Version Control: Infrastructure changes are tracked in Git.
  3. Continuous Deployment: Changes are automatically deployed to your clusters when committed.
  4. Self-Healing: When infrastructure drifts from the desired state, GitOps tools automatically correct it.

Now, let’s break down how to get started with two key GitOps tools: Flux and Argo CD.

Step 1: Installing Flux

Flux is a lightweight GitOps operator that runs in your Kubernetes cluster and synchronises your Git repository with your cluster’s state. It’s ideal for simpler use cases and excels at keeping infrastructure in sync.

Installation Steps:

Install Flux CLI:
bash
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brew install fluxcd/tap/flux

Bootstrap your Kubernetes cluster:
bash
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flux bootstrap github \

  --owner=<your-github-username> \

  --repository=<your-repo-name> \

  --branch=main \

  --path=./clusters/my-cluster

  1. What’s happening here? Flux is connecting your Kubernetes cluster to a specific Git repository. It continuously monitors this repository for changes to Kubernetes manifests and applies those changes automatically.

So, what actually keeps your infrastructure in sync without you having to constantly worry about it? That’s where continuous reconciliation comes in.

Continuous Reconciliation:

Flux continuously compares the desired state in your Git repository with the actual state of your Kubernetes cluster. If there’s a discrepancy (a drift in state), Flux automatically applies the necessary changes to bring the cluster back in sync with what’s stored in Git.

Step 2: Setting Up Argo CD

While Flux is great for lightweight setups, Argo CD brings more advanced features for managing multi-cluster environments, complex deployments, and intricate workflows.

Let’s say you’re handling multiple Kubernetes clusters across regions. Argo CD simplifies your life by offering centralised control and dashboards, making it ideal for enterprise-level setups.

Installation Steps:

Install Argo CD:
bash
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kubectl create namespace argocd

kubectl apply -n argocd -f https://raw.githubusercontent.com/argoproj/argo-cd/stable/manifests/install.yaml

Access Argo CD UI:
bash
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kubectl port-forward svc/argocd-server -n argocd 8080:443

  1. Now, here’s where things get really interesting, Argo CD is not just a tool for simple continuous deployment. It’s a powerhouse for handling advanced deployment strategies, like blue-green and canary releases.

Canary Releases with Argo CD

In a real-world scenario, Argo CD’s ability to manage canary deployments can save your team from downtime during critical updates. For example, you can gradually shift 10% of your traffic to a new deployment, and if it performs well, continue shifting the rest of your services with no disruptions.

Canary Deployment Example:

You can configure a canary release by defining different percentages of traffic in your Argo CD manifests. Here’s a sample VirtualService object for Istio that shifts 10% of traffic:

yaml

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apiVersion: networking.istio.io/v1alpha3

kind: VirtualService

metadata:

  name: canary

spec:

  hosts:

    - my-app.example.com

  http:

    - route:

        - destination:

            host: my-app

            subset: stable

          weight: 90

        - destination:

            host: my-app

            subset: canary

          weight: 10

Step 3: Handling Drift Detection with Flux

What happens when your cluster drifts from the desired state stored in Git? That’s where drift detection comes into play. Flux continuously monitors the live state of your cluster and compares it against the desired state in your Git repository.

Flux handles drift detection by continuously comparing the desired state in Git to the current state in the cluster, applying changes automatically if there’s any mismatch.

This self-healing mechanism ensures that any unauthorised or manual changes made directly to the Kubernetes cluster are automatically corrected. Essentially, your cluster is always brought back in sync with what’s defined in Git, making sure your infrastructure remains consistent and stable.

Step 4: Managing Secrets with GitOps

Handling secrets like API keys or database credentials in GitOps requires extra caution. By integrating Sealed Secrets, you can ensure sensitive data is encrypted and only decrypted at runtime within the Kubernetes cluster, preventing unauthorised access even if someone gains access to your Git repository.

Sealed Secrets Setup:

Install Sealed Secrets:
bash
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kubectl apply -f https://github.com/bitnami-labs/sealed-secrets/releases/download/v0.12.0/controller.yaml

Create a Sealed Secret:
bash
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kubectl create secret generic my-secret --dry-run=client --from-literal=username=admin --from-literal=password=secret -o yaml > my-secret.yaml

kubeseal --format yaml < my-secret.yaml > my-sealed-secret.yaml

kubectl apply -f my-sealed-secret.yaml

This ensures that your secrets remain encrypted at rest and can only be decrypted within the cluster. It’s a security best practice you don’t want to skip.

Step 5: AI and GitOps – The Future of Automation

AI is already starting to revolutionise GitOps workflows. For instance, AI-powered anomaly detection can predict when a deployment might fail based on historical data, flagging issues before they affect your production environment.

Looking ahead, AI and machine learning will not only predict deployment issues but could autonomously resolve them before they escalate. AI-driven CI/CD pipelines will automatically adjust resources based on real-time conditions, allowing for true self-healing infrastructure.

Step 6: Multi-Cluster Management with Argo CD

Managing multiple clusters sounds like a headache, right? Well, that’s where Argo CD comes to the rescue. One of the biggest challenges teams face with GitOps is scaling across multiple clusters.

Argo CD solves this problem by offering centralised dashboards and seamless integration with multiple Kubernetes clusters. In the future, we’ll see even more innovation in this space, particularly as edge computing and 5G networks start driving demand for multi-cluster solutions.

Final Takeaways: How to Get Started with GitOps Today

Here’s a quick start guide to implementing GitOps:

  1. Set up your Git repository to store Kubernetes manifests and policies.
  2. Choose Flux for its lightweight approach or Argo CD for advanced features like canary deployments.
  3. Secure your environment by integrating RBAC and Sealed Secrets for managing sensitive data.
  4. Monitor deployments in real-time by integrating Prometheus with Argo CD for automated rollback on failure.
  5. Future-proof your setup by staying ahead of AI-driven workflows and multi-cluster management trends.

Conclusion: Scaling GitOps with Flux and Argo CD

Getting started with GitOps doesn’t have to be daunting. Tools like Flux and Argo CD offer powerful ways to automate infrastructure as code, improve reliability, and make sure your team can scale seamlessly.

As AI-driven workflows and edge computing become more prevalent, GitOps will continue evolving to meet the demands of modern infrastructure. So, whether you’re a small team or a global enterprise, now’s the time to embrace GitOps and see how it can transform your operations.

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