Harness CI/CD Pipeline: Simplifying Continuous Delivery

🧩 What is Harness?

Harness is a modern Continuous Integration and Continuous Delivery (CI/CD) platform designed to automate the entire software delivery process — from code commit to production deployment — using intelligent automation, built-in security, and real-time visibility.

It helps DevOps teams deploy faster, safer, and smarter by integrating pipelines, observability, and governance into one unified platform.



⚙️ Why Harness?

Traditional CI/CD tools often require complex scripting, multiple integrations, and manual approvals. Harness changes that by offering:

  • No-code or low-code pipeline creation

  • Built-in rollback and canary deployments

  • AI-driven deployment verification

  • Cost transparency across builds and environments

In short, Harness helps teams move from “managing pipelines” to managing outcomes.


🧱 Harness CI/CD Architecture Overview

Harness pipelines are made up of several core components:

Component Description
Pipeline A visual workflow defining build, test, and deploy stages.
Stage Logical sections in a pipeline (e.g., Build, Deploy, Verify).
Step Individual tasks within a stage (e.g., clone repo, run test, deploy to Kubernetes).
Connector Securely connects Harness to Git, Docker, Jenkins, or cloud providers.
Environment & Infrastructure Defines where your code will be deployed (e.g., Dev, QA, Prod).

🧠 How Harness CI/CD Pipeline Works

Let’s break it down with a simple example:

1. Continuous Integration (CI)

Harness CI automates code integration, testing, and artifact creation.

  • Connect your GitHub or Bitbucket repository.

  • Add build steps using Docker or Maven.

  • Run unit tests automatically after every commit.

  • Store build artifacts (e.g., .jar, .war, Docker image).

Output: A tested, versioned, and ready-to-deploy artifact.

2. Continuous Delivery (CD)

Harness CD handles automated deployments across environments.

  • Define deployment strategies: Blue-Green, Canary, or Rolling.

  • Integrate with Kubernetes, AWS, Azure, GCP, or VM-based infrastructure.

  • Use built-in verification to check health metrics post-deployment.

Output: Safe and verified application deployment with automated rollback if anomalies are detected.


💡 Key Features of Harness CI/CD

Feature Description
Smart Rollbacks Automatically reverts to the last stable version if deployment fails.
Machine Learning Verification Uses AI to detect anomalies using APM tools like Prometheus or Datadog.
Secrets Management Integrates with Vault, AWS Secrets Manager, or KMS to protect credentials.
Governance & Audit Trails Complete visibility into who deployed what and when.
Security Testing Integration Supports SAST/DAST tools like SonarQube or OWASP ZAP.

🧰 Example: Deploying an App to Kubernetes using Harness

Here’s a high-level workflow:

  1. Create a new pipeline → choose CI/CD → Kubernetes deployment.

  2. Add a GitHub connector → pull your application repo.

  3. Add a Build stage → use Docker or Maven to package your app.

  4. Add a Deploy stage → select your Kubernetes cluster and namespace.

  5. Enable Verification → integrate with Prometheus for health checks.

  6. Run the pipeline → observe real-time logs and auto-deployment verification.

Harness will handle build, deploy, and rollback with zero manual intervention.


🔐 Integration Ecosystem

Harness integrates with all major DevOps tools:

  • Source Control: GitHub, GitLab, Bitbucket

  • CI Engines: Jenkins, CircleCI

  • Cloud Providers: AWS, GCP, Azure, DigitalOcean

  • Observability: Prometheus, Datadog, New Relic

  • Artifact Repositories: Docker Hub, Nexus, Artifactory


📊 Benefits for Teams

Role Benefit
Developers Faster feedback loops and automated deployments.
DevOps Engineers Unified control and simplified release management.
Managers Visibility into release frequency, success rate, and MTTR.
Security Teams Built-in policy enforcement and compliance reports.

🧭 Harness vs Traditional CI/CD Tools

Feature Harness Jenkins
UI/UX Visual & intuitive Script-based
Deployment Verification AI-powered Manual monitoring
Rollback Automatic Scripted/manual
Governance Built-in Plugin dependent
Cost Management Integrated visibility External tools required

Harness allows you to focus on innovation, not on maintaining CI/CD scripts.


🏁 Conclusion

Harness CI/CD Pipeline is a game-changer for modern DevOps teams seeking speed, safety, and scalability in software delivery.
By combining automation, intelligence, and observability, it helps organizations deliver value faster while minimizing risks.

“In DevOps, automation is power — and Harness is the fuel that drives it.”


📘 Next Steps

👉 Try Harness Free
👉 Official Documentation
👉 Harness GitHub Integrations


Perfect 👍 Here’s Part 2 of your Harness blog series — a hands-on practical guide showing step-by-step setup of a Harness CI/CD pipeline with example configurations. It’s written in a clear tutorial format ideal for tech blogs or internal documentation.


🧠 Part 2: Harness CI/CD Practical Setup — Step-by-Step Guide with Screenshots

In Part 1 of this blog series, we explored the fundamentals of the Harness CI/CD Platform — its architecture, benefits, and workflow.
Now, in Part 2, we’ll roll up our sleeves and build a complete CI/CD pipeline using Harness, from code commit to deployment on Kubernetes.


⚙️ Prerequisites

Before starting, make sure you have:

Requirement Description
🧰 Harness Account Sign up for a free Harness account.
💻 Git Repository A sample app on GitHub (Node.js, Java, or Python).
🐳 Docker Hub Account To push Docker images.
☁️ Kubernetes Cluster (Optional: Minikube, EKS, GKE, or AKS).
🔑 Access Tokens/Secrets For GitHub, Docker Hub, and Kubernetes access.

🪜 Step 1: Log in to Harness and Create a Project

  1. Go to app.harness.io

  2. Click Projects → + New Project

  3. Name your project → e.g., Demo-CI-CD-Pipeline

  4. Select your Organization → Default or custom

  5. Click Create Project

🖼️ Screenshot Example:
[Image: Harness Project creation page with project name “Demo-CI-CD-Pipeline”]


🔗 Step 2: Create Connectors

Harness uses Connectors to securely link external systems.

  1. Navigate to Project Setup → Connectors → + New Connector

  2. Choose the connector type:

    • GitHub Connector → connects to your source repo

    • Docker Hub Connector → for container image registry

    • Kubernetes Connector → to access your cluster

  3. Enter credentials (OAuth token, username/password, or service account).

  4. Click Test Connection → Save and Continue

🖼️ Screenshot Example:
[Image: GitHub and Docker connectors configured successfully]


⚙️ Step 3: Create a CI (Continuous Integration) Pipeline

Now we’ll automate the build and image creation process.

  1. Go to Pipelines → + New Pipeline → Create Pipeline

  2. Add Pipeline NameBuild-and-Deploy

  3. Add a CI Stage

    • Select “Build”“Container Build”

  4. Configure the Build Stage:

    • Source Repository: Choose your GitHub connector

    • Branch: main

    • Build Environment: Use a Harness-hosted build or self-managed runner

Example Build Steps:

Step Description
Clone Codebase Pulls the latest code from GitHub
Run Unit Tests Executes tests using Maven/npm/pytest
Build Docker Image Builds and tags the container image
Push to Docker Hub Pushes the image to your registry
# Example Build Command (Shell Script Step)
docker build -t mydockerhubuser/demo-app:${HARNESS_BUILD_NUMBER} .
docker push mydockerhubuser/demo-app:${HARNESS_BUILD_NUMBER}

🖼️ Screenshot Example:
[Image: Build pipeline showing steps - Clone, Test, Build, Push]


🚀 Step 4: Add a CD (Continuous Delivery) Stage

After the image is built, we’ll deploy it to Kubernetes.

  1. Click + Add Stage → CD

  2. Select Deployment Type → Kubernetes

  3. Choose the Kubernetes Connector configured earlier.

  4. Select your Namespace and Manifest Source (GitHub or local).

  5. Add Deployment Strategy → Rolling, Canary, or Blue-Green.

Example Kubernetes Manifest (deployment.yaml):

apiVersion: apps/v1
kind: Deployment
metadata:
  name: demo-app
spec:
  replicas: 2
  selector:
    matchLabels:
      app: demo-app
  template:
    metadata:
      labels:
        app: demo-app
    spec:
      containers:
      - name: demo-app
        image: mydockerhubuser/demo-app:latest
        ports:
        - containerPort: 8080

🖼️ Screenshot Example:
[Image: Deployment stage configuration with Kubernetes connector]


🔍 Step 5: Add Verification & Rollback

Harness allows automated verification using monitoring tools.

  1. Go to Verify Step → Add Verification Provider

  2. Choose Prometheus / Datadog / New Relic

  3. Configure metrics to verify app health (e.g., latency, error rate).

  4. Enable Automatic Rollback if metrics cross threshold limits.

🖼️ Screenshot Example:
[Image: Verification step with Prometheus metrics selected]


▶️ Step 6: Run the Pipeline

  1. Click Run Pipeline

  2. Select your Git branch and Build tag

  3. Monitor logs for each stage — Build, Push, Deploy, Verify.

  4. Wait for Harness to show: ✅ Deployment Successful

🖼️ Screenshot Example:
[Image: Successful Harness pipeline run with all stages green]


🧩 Step 7: Observe, Rollback, and Audit

Harness provides:

  • Real-time logs and pipeline analytics

  • Deployment history with one-click rollback

  • Audit trails for compliance and governance

🖼️ Screenshot Example:
[Image: Pipeline history view with audit and rollback options]


✅ Final Outcome

You’ve successfully created a complete CI/CD pipeline in Harness that:

  1. Builds your app from GitHub

  2. Creates and pushes Docker images

  3. Deploys automatically to Kubernetes

  4. Verifies app health and rolls back on failure

🎉 Your DevOps workflow is now fully automated, observable, and secure.


🔗 Next Steps

In Part 3, we’ll cover advanced Harness features:

  • 🔐 Secrets Management

  • 📊 Cost Optimization & Governance

  • 🤖 AI-based Deployment Verification

  • 🧠 Integration with Jenkins, SonarQube, and Jira


🏁 Conclusion

Harness makes enterprise-grade CI/CD simple, visual, and intelligent.
By using connectors, pre-built steps, and ML verification, teams can deliver software faster and safer — without writing complex scripts.

“With Harness, every commit can become a confident, production-ready release.”




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