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What Are CI/CD Tools? Features, Examples, and Selection | Harness Blog

Learn what CI/CD tools are, key features to compare, top examples, and how to choose the right platform to automate builds, tests, and deployments.

TL;DR

  • CI/CD tools automate builds, tests, and deployments so teams can ship smaller changes faster with less manual work.
  • The best CI/CD tools combine speed, security, and governance instead of forcing teams to trade one for another.
  • Modern platforms like Harness add AI and deep insights that cut toil while keeping pipelines reliable and auditable.
  • CI/CD tools automate builds, tests, and deployments so teams can ship smaller changes faster with less manual work.
  • The best CI/CD tools combine speed, security, and governance instead of forcing teams to trade one for another.
  • Modern platforms like Harness add AI and deep insights that cut toil while keeping pipelines reliable and auditable.

CI/CD tools are software platforms that automate code integration, testing, release preparation, and deployment. They connect source control, build systems, test frameworks, and runtime environments into a repeatable delivery pipeline.

CI/CD tools sit at the center of how modern teams ship software. Instead of pushing risky, manual releases once a month, you automate builds, tests, and deployments so every change follows the same, reliable path to production. Done right, CI/CD turns release day from an “all‑hands fire drill” into just another commit.

In this guide, we will walk through what ci cd tools are, the key features that actually matter, and how to choose the right platform for your stack. 

Along the way, we will show how platforms like Harness Continuous Integration and Harness Continuous Delivery & GitOps bring AI, governance, and deep insights together so you can ship faster without losing control.

What Are CI/CD Tools?

CI/CD tools are the backbone of modern software delivery. They automate the process of building, testing, and deploying code, so changes can move from commit to production with minimal friction.

At a minimum, effective CI/CD tools:

  • Watch your source code for changes and trigger builds automatically.
  • Run unit, integration, and other automated tests on each change.
  • Package artifacts and deploy them to test, staging, and production environments.
  • Provide fast feedback when something breaks so developers can fix it quickly.
  • Record what was deployed, where, and by whom for compliance and audits.

To go deeper on pipelines themselves, see our guide on the basics of CI/CD pipelines.

Why CI/CD Tools Are Essential

The importance of CI/CD tools in today's software development ecosystem is hard to ignore. They address several challenges teams face every day:

  • Faster time to market. Automation shortens the gap between writing code and running it in production.
  • Better code quality. Continuous integration and automated testing catch bugs early, before they reach production.
  • Real collaboration. Shared pipelines and shared dashboards break down walls between development, QA, security, and operations.
  • Lower release risk. Smaller, more frequent deployments make problems easier to spot and safer to roll back.
  • Higher productivity. Developers spend more time writing code and less time babysitting manual deployments or waiting on slow builds.

What Is Continuous Integration?

Martin Fowler defined Continuous Integration (CI) as “a software development practice where each member of a team merges their changes into a codebase together with their colleagues' changes at least daily.” Each integration triggers automated builds and tests, allowing teams to detect and address integration issues early. This approach helps maintain a consistently stable codebase and reduces the time and effort required for integration at later stages of development.

Modern CI/CD tools extend this by making those builds faster and more insightful, surfacing exactly which tests or components were impacted by a given change.

What Is The "CD" In CI/CD?

The "CD" in CI/CD can stand for either Continuous Delivery or Continuous Deployment. While closely related, these concepts have distinct implications for the software release process.

What Is Continuous Delivery?

Continuous Delivery is an extension of continuous integration. It automates the process of preparing code changes for release to production. In continuous delivery, every change that passes automated tests is kept in a production-ready state and can be deployed at any time, often with a manual approval step before release. Additional tests and security scans are run in these test environments. This allows for manual approval and additional testing before the final push to production.

Teams often rely on CI/CD tools with strong approval workflows and policy controls here, so releases stay safe without turning into ticket‑driven bottlenecks.

What Is Continuous Deployment?

Continuous Deployment takes automation a step further. In this model, every change that passes the automated tests is automatically deployed to production without manual intervention. 

This approach requires a high degree of confidence in the testing process and can significantly reduce the time between writing code and seeing it live in production.

In practice, only teams with mature testing, monitoring, and rollback capabilities should aim for full continuous deployment.

Key Features To Compare In CI/CD Tools

Not all CI/CD tools solve the same problems. When you compare options, focus on a few core dimensions:

  • Automation depth. Does the tool cover only build and test, or can it also orchestrate complex multi‑service deployments and rollbacks?
  • Ecosystem integrations. How well does it connect to your Git provider, issue tracker, security scanners, cloud, and observability stack?
  • Scalability and performance. Can it handle your concurrency needs and repository size without slowing builds to a crawl?
  • AI and intelligence. Does it provide capabilities like intelligent test selection, root cause hints, and smart caching to cut feedback time?
  • Security and compliance. Look for secrets management, auditable pipelines, RBAC, policy‑as‑code, and supply chain safeguards.
  • Visibility and analytics. Can you easily see which pipelines are slow, which tests are flaky, and where deployments fail?
  • Deployment flexibility. Support for containers, serverless, VMs, Kubernetes, and multiple clouds without heavy custom scripting.
  • Cost and operations. Consider both licensing and the operational cost of maintaining the platform on your own infrastructure.

CI/CD And DevOps

While CI/CD and DevOps are often mentioned in the same breath, they are not synonymous. CI/CD refers to specific practices and tools within the software development lifecycle, while DevOps is a broader cultural and operational philosophy.

DevOps aims to break down barriers between development and operations teams, fostering collaboration and shared responsibility. CI/CD practices are a key component of DevOps, but DevOps encompasses a wider range of principles and practices aimed at improving overall software delivery and operational performance.

Think of CI/CD tools as the automation layer that makes DevOps ways of working real in day‑to‑day delivery.

Securing CI/CD

CI/CD security is a critical consideration in modern software development. It involves implementing security measures throughout the CI/CD pipeline to protect against vulnerabilities and ensure the integrity of the software delivery process. This includes:

By integrating security into the CI/CD pipeline, organizations can shift security left, addressing potential issues earlier in the development process and reducing the risk of security breaches in production environments. For more information, check out DevSecOps in the Harness Academy.

If you are building or modernizing pipelines today, plan security into your CI/CD tools selection from day one.

Advanced platforms also bring AI into this space. Harness, for example, offers AI‑assisted deployment verification that automatically analyzes metrics and logs during deployments to catch anomalies and trigger safe rollbacks.

Popular CI/CD Tools And Where They Fit

The CI/CD tooling landscape is diverse, offering solutions for various needs and preferences. Some common CI/CD tools include:

  1. Harness: An AI‑native software delivery platform that provides consistent pipelines for CI and CD, with strong governance and minimal scripting. Ideal for teams that want a single platform rather than a patchwork of scripts and plugins.
  2. Jenkins: An open-source automation server used widely for custom pipelines. Powerful and flexible, but often requires significant maintenance and plugin management.
  3. GitLab CI/CD: Built into GitLab, well-suited for teams that already standardize on GitLab for source control and want tightly coupled pipelines.

Each of these CI/CD tools has strengths. The right choice depends on your existing ecosystem, team skills, compliance needs, and appetite for maintaining tooling.

How To Choose The Right CI/CD Tools For Your Team

A practical evaluation process for CI/CD tools looks something like this:

  1. Clarify your constraints.

    • Compliance and data residency.
    • Cloud vs on‑premises preferences.
    • Languages, frameworks, and target environments.
  2. Map your needs to capabilities.

    • Do you need only CI, or CI plus sophisticated CD and release orchestration?
    • How critical are AI features, governance, and analytics for you right now?
  3. Avoid tool sprawl.

    • Prefer platforms that can standardize pipelines across teams instead of every team rolling their own scripts.
    • This is where internal developer platforms and golden paths built on CI/CD tools start to pay off.
  4. Run a focused proof of concept.

    • Pick one or two representative services.
    • Measure build time, deployment frequency, failure rate, and onboarding time before and after.
  5. Look beyond day one.

    • Ask what upgrades, plugin maintenance, and infrastructure management will look like in year two.
    • Evaluate how well the platform surfaces data and insights so you can keep improving.

If you are comparing cloud‑hosted vs self‑managed approaches, our article on cloud-based CI/CD options outlines trade‑offs across control, cost, and operational overhead.

How Harness Can Help

Harness stands out in the CI/CD tooling landscape as a comprehensive Software Delivery Platform that addresses the complexities of modern software development. Here's how Harness can elevate your CI/CD processes:

  1. Integrated DevOps platform: Harness provides consistent pipelines for CI/CD, ensuring a seamless workflow from code commit to production deployment.
  2. Exceptional speed: Harness CI leverages test intelligence, intelligent caching, and optimized hardware for cloud builds, significantly reducing build and deployment times.
  3. Minimal scripting: With excellent out-of-the-box capabilities for builds and deployments, Harness minimizes the need for extensive scripting, allowing developers to focus on writing code rather than maintaining complex pipeline configurations.
  4. Strong governance: Harness offers granular Role-Based Access Control (RBAC) and policy-as-code approaches, enabling organizations to implement robust governance measures across their CI/CD pipelines.
  5. Scalability: Designed to handle enterprise-scale deployments, Harness can grow with your organization, supporting complex microservices architectures and multi-cloud environments.

In practice, that looks like:

  • Faster, smarter CI. Harness CI uses Test Intelligence to run only the tests impacted by a change and incremental builds to avoid rebuilding what has not changed. Combined with analytics and insights, teams see exactly where time is spent and which tests are noisy.
  • Flexible, reliable CD. Harness CD gives you powerful pipelines that support canary, blue‑green, and rolling strategies with little to no custom scripting. With deploy anywhere, you can target Kubernetes, VMs, functions, and multiple clouds from a single model.
  • Built‑in governance and insight. Features like DevOps pipeline governance provide policy‑as‑code controls and approvals without turning every deployment into ticket‑ops. With DevOps data visualization, leaders get clear views into DORA metrics, bottlenecks, and trends across teams.

By adopting Harness as your CI/CD tools platform, you can streamline software delivery, improve code quality, and accelerate time to market while still meeting strict security and governance requirements.

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Basics of CI CD pipelines

Continuous Integration

Basics of CI CD pipelines

August 15, 2024

Chinmay Gaikwad

+ more
Time to Read

Overview

A CI/CD pipeline is an automated workflow that enables teams to deliver software more frequently and reliably by automating the integration, testing, and deployment processes. It stands for Continuous Integration (CI) and Continuous Delivery/Deployment (CD). Containers are crucial in modern CI/CD pipelines, enhancing consistency, scalability, and efficiency throughout the software delivery process.

What’s a CI/CD pipeline?

Key Components of a CI/CD Pipeline:

  1. Continuous Integration (CI):some text
    • Definition: CI involves automatically integrating code changes from multiple developers into a shared repository many times a day. Every change triggers a build and test process, ensuring that new code integrates smoothly with the existing codebase.
    • Process:some text
      • Code Commit: Developers commit code to a shared version control system (like Git).
      • Automated Build: The CI server (such as Jenkins, Travis CI, or a cloud-based service) automatically builds the application.
      • Automated Testing: The pipeline runs automated tests (unit, integration, etc.) to validate the code.
  2. Continuous Delivery (CD):some text
    • Definition: CD ensures that the codebase is always in a deployable state. After successful CI, the application is automatically prepared for release into production, but human intervention is required to actually deploy it.
    • Process:some text
      • Staging Environment: The application is deployed to a staging environment where it undergoes further testing, including user acceptance tests.
      • Manual Approval: A manual approval step is often included to review the changes before deploying to production.
  3. Continuous Deployment (CD):some text
    • Definition: Continuous Deployment goes a step further by automating the deployment of code to production without requiring manual approval, provided that the code passes all automated tests and checks.
    • Process:some text
      • Automatic Deployment: Once the code passes the pipeline’s tests, it is automatically deployed to production.
      • Monitoring and Rollback: Continuous monitoring is set up to detect any issues in the live environment, and rollback mechanisms are in place to revert to a previous stable version if necessary.

Containers and CI/CD pipelines

Here's how containers fit into a CI/CD pipeline:

Role of Containers in CI/CD:

  1. Consistency Across Environments:
    • Definition: Containers encapsulate an application and its dependencies in a single, portable unit, ensuring that the application runs consistently across different environments (development, testing, production).
    • Benefit: This eliminates the common "it works on my machine" problem by providing a consistent runtime environment, which is crucial in CI/CD pipelines.
  2. Simplified Integration and Testing:
    • Continuous Integration:
      • During the CI process, code changes are integrated into the main codebase, and automated builds are triggered. Containers are used to package the application along with all its dependencies, ensuring that the build process is consistent.
      • Testing in Containers: Automated tests can be run within containers, providing an isolated and consistent environment for unit, integration, and end-to-end tests. This ensures that the tests reflect how the application will behave in production.
  3. Efficient Deployment:
    • Continuous Delivery/Deployment:
      • Once the application passes the CI process, it is packaged into a container image. This image becomes the artifact that is deployed through the CD pipeline.
      • Immutable Artifacts: Container images are immutable, meaning that the exact same image that was tested can be deployed to production, reducing the risk of discrepancies between environments.
      • Orchestration: Platforms like Kubernetes, often integrated with Harness.io, manage the deployment of containers at scale, automating tasks such as load balancing, scaling, and self-healing.
  4. Version Control and Rollbacks:
    • Versioning: Container images are versioned and stored in a container registry (such as Docker Hub or AWS ECR). Each version corresponds to a specific state of the application, making it easy to track changes and roll back to a previous version if necessary.
    • Rollback Mechanism: In the event of a deployment failure, Harness.io can use container versions to quickly roll back to the last known good state, minimizing downtime and disruption.
  5. Microservices Architecture:
    • Support for Microservices: Containers align perfectly with microservices architecture, where each service is packaged and deployed independently. This allows for greater flexibility and scalability in the CI/CD pipeline, as individual services can be updated, tested, and deployed without affecting the entire system.

What is the Harness CI/CD pipeline?

Harness CI/CD pipeline is a comprehensive, automated solution provided by Harness that enables software teams to streamline the application delivery process from development to production. It integrates Continuous Integration (CI) and Continuous Delivery/Deployment (CD) into a unified workflow, allowing teams to build, test, deploy, and monitor applications with minimal manual intervention. CI executes steps as containers, packaging code, and dependencies in isolation from other steps.

The standout features Harness CI/CD are:

Benefits of Harness CI/CD Pipeline:

  • Speed and Efficiency: Automation reduces the time and effort needed to build, test, and deploy applications, allowing for faster release cycles.
  • Reliability: Continuous testing and verification ensure that only high-quality code is deployed to production, reducing the risk of downtime.
  • Ease of Use: Harness’s visual editor and out-of-the-box integrations simplify the setup and management of CI/CD pipelines, making them accessible to both developers and operations teams.
  • Cost Optimization: By automating deployment strategies like canary and blue/green, Harness helps teams optimize infrastructure usage and reduce cloud costs.

Harness CI/CD pipeline is a powerful tool that automates the entire software delivery process, making it easier for teams to deliver high-quality applications quickly and reliably. Get started on Harness CI.

More on CI/CD Pipelines

Top CI/CD Tools
CI/CD Pipeline as Code Implementation
CI/CD Pipelines on AWS
Cloud-Native CI/CD Workflows
Security in CI/CD Workflows
Harness CI and Harness CD - Your First True CI/CD Pipeline

Continuous Delivery & GitOps

Harness CI and Harness CD - Your First True CI/CD Pipeline

August 13, 2020

Harness Team

+ more
Time to Read

Harness now allows you to have both best of breed Continuous Integration and Continuous Delivery capabilities. Let’s take a look at what leveraging a Harness CI / Drone Pipeline to build then leveraging Harness CD to deploy to a Kubernetes cluster. 

The goal of this example will be to have Harness CI / Drone build and push a GoLang Docker Image to DockerHub then have Harness CD pickup on the new artifact and deploy to an awaiting Kubernetes cluster. This potentially can take you from idea to production easier than ever. 

The Moving Pieces

There are not many moving pieces to see an end-to-end example. You need a Harness CI / Drone Instance, a Docker Hub Account, a Harness Account, and of course, a Kubernetes cluster which could even be Minikube.

Like always you can follow along with the blog and/or watch the video.

CI and Harness CD Together">

If leveraging the example Harness CI / Drone GitHub project, you will have to edit the information to be your own Docker Registry for where the Docker Push goes. I will be referencing mine below. 

Docker Hub repository rlachhman/amazingapp showing the drone-build image tag under the Tags tab

The Harness CD Piece

If this is your first time leveraging the Harness Platform, the quickest way to get started is to leverage a Kubernetes Delegate

The first step of getting a Harness Delegate installed in your Kubernetes Cluster is pretty straight forward. 

Setup -> Harness Delegates -> Download Delegates -> Kubernetes YAML

Download Delegate dropdown menu in Harness with the Kubernetes YAML option selected

Give the Delegate a name.

Delegate Setup modal in Harness with the name 'cicd-k8s' and profile 'Primary' filled out, showing the Download button

Hit submit to download. Expand the tar.gz which is downloaded.

The extracted harness-delegate folder next to the downloaded harness-delegate.tar.gz archive

Inside the delegate folder, run kubectl apply -f harness-delegate.yaml to install the delegate.

Terminal output of running kubectl apply -f harness-delegate.yaml to create the Harness Delegate resources

In a few moments, your Harness Delegate will be available.

Harness Delegates screen showing an active Kubernetes delegate named cicd-k8s-nkuryn-0

Next, add the Kubernetes cluster for Harness to deploy to by adding the Kubernetes cluster as a Cloud Provider.  

Setup -> Cloud Providers + Add Cloud Provider

Cloud Providers setup page in Harness showing the Add Cloud Provider button

Add a Kubernetes Cluster

Selecting Kubernetes Cluster from the Add Cloud Provider dropdown menu

Give the Kubernetes cluster a name then for Cluster Details, Inherit from selected Delegate [deployed Delegate]. Hit Test then Submit and you are all wired up.

Add Kubernetes Cluster Cloud Provider form in Harness showing a successful connection test using a selected delegate

Next, creating a Harness Application is a simple process. 

Setup -> + Add Application.

Harness Application creation form with the name Captain Canary and description CI and CD together at last

The next step inside the Application is to create a Harness Service. You can create a Service by going to 


Setup -> Captain Canary -> Services + Add Service. The Deployment Type will be Kubernetes.

Add Service form with Name set to Amazing App and Deployment Type configured as Kubernetes

Inside the Amazing App Service, + Add Artifact Source from a Docker Registry

Service Overview screen showing Amazing App with Kubernetes deployment type and the Add Artifact Source button

Can wire to your Docker Image of choice.

Docker Registry artifact source configuration with Harness Docker Hub and amazingapp image details

Once you hit submit, the scaffolding will be there for the deployment and no need for additional configuration.

Harness Service Overview for Amazing App with Kubernetes deployment type, Docker artifact source, and manifest files

With the Service out of the way, we can wire a Harness Environment to deploy to. 

Setup -> Captain Canary -> Environments + Add Environment

Environment creation form with Name set to 'The Greatest Environment' and Environment Type set to 'Non-Production'

Once you hit Submit, next can wire an Infrastructure Definition.

Environment Overview for 'The Greatest Environment' showing the Add Infrastructure Definition button

Next click + Add Infrastructure and add the Kubernetes cluster.  The Cloud Provider Type and Deployment Type will be Kubernetes.

Harness Infrastructure Definition form configured for a Kubernetes cluster named The Greatest K8s

Once you hit Submit, can wire together a Harness Workflow to define the steps to deploy.

Setup -> Captain Canary -> Workflows + Add Workflow. The Workflow Type will be Rolling Deployment. Select the Environment, Service, and Infrastructure Definition that was created in the previous steps.

Harness Workflow form configured for a Rolling Deployment of Amazing App to The Greatest K8s infrastructure

Next you can create a Harness Trigger on the presence of a new artifact in DockerHub. This will trigger the Workflow once the Docker Push is complete in the Harness CI / Drone Pipeline. 

Setup -> Captain Canary -> Triggers + Add Trigger

Creating a Harness Trigger with the Name field set to DockerHub Artifact

Hit Next after giving a Name. DockerHub can send out a webhook or we can use a polling interval from Harness to look out for a new artifact. Without the need to manage webhooks, we can just simply configure On New Artifact. Select your artifact source and can filter on specific tags. For the example we just want to deploy what gets picked up and “.*” is fine as a filter.

Harness trigger condition screen with On New Artifact selected, Amazing App source, and a regex filter of dot star

Hit Next and define the Actions. Execution Type will be Workflow and will execute the Workflow that was created in the previous steps. Can leverage the Last Collected Artifact. If leveraging the example will pick up on the newest explicit tag with the same filter “.*”.

Actions configuration with Workflow execution type, Last Collected artifact source, and a regex tag filter

Click Next and review the Trigger then hit Submit.

Harness Trigger configuration summary showing DockerHub Artifact condition and Deploy Amazing App workflow action

Once you hit Submit, all you have to do is kick off a Harness CI / Drone build and push. 

Harness CI / Drone Steps

If you do not have a don’t have a running Harness CI / Drone instance don’t worry, not difficult to accomplish. We have a detailed blog and video to get you started. For the example to work will need to be building and pushing a Docker Artifact. The example project has a simple GoLang application. The Harness CI / Drone introduction blog and video go through wiring Harness CI / Drone to a GitHub repository. 

To kick off a Harness CI / Drone Build and Push, simply modify the configuration / Drone.yaml which Harness CI / Drone is monitoring for. To explicitly build to a specific version, can add tags to Drone.yaml which works well with the example. 

In the example, pushing build version 1.0.2. Make sure to update your repository information also.

Drone YAML configuration showing the publish step with highlighted repository and tag 1.0.2

Can modify/increment then commit.

GitHub commit dialog showing Drone.yaml updated with tag 1.0.2 and commit message 'Hello version 1.0.2!'

Once you hit Commit, Harness CI / Drone will take over.

Drone CI pipeline execution showing git checkout logs for the clone step and the status of build and publish steps

Once the publish step is finished, a new image will be in DockerHub.

Docker Hub repository showing the newly published image tag 1.0.2 for rlachhman/amazingapp

Watch the Magic

Within the polling interval, Harness will pick up on the newest build/tag and start deploying on your behalf.

Harness CD pipeline execution interface showing the Deploy Amazing App workflow running with live deployment logs

With the Deployment kicked off, you have an end-to-end CI/CD pipeline. From code to production!

Partner with Harness in your CI/CD Journey

No matter where you are in your CI/CD journey, Harness can simplify and scale your capabilities. With the lightweight and convention-based Harness CI / Drone and the power of the Harness Platform, achieving CI/CD nirvana has never been easier. Get started with Harness CI / Drone and sign up for a Harness Account today!

Cheers,

-Ravi 

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Chinmay Gaikwad
Director, Product Marketing
Chinmay Gaikwad is an expert on making complex technologies - such as cloud-native solutions, Kubernetes, application security, and CI/CD pipelines - accessible and engaging for both developers and business decision-makers.
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Chinmay Gaikwad
https://www.linkedin.com/in/chinmay-gaikwad/