2021 CI/CD Trend Report from Dzone. Download Now!

The DevOps Continuum - Exploring the CI/CD Pipeline

Susmitha Vakkalanka

April 27, 2021


The DevOps Continuum - Exploring the CI/CD Pipeline

Post by
Susmitha Vakkalanka
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.

Modern development cycles bear little resemblance to their predecessors in today’s fast-paced release-or-fail environment. Old models included design, develop, and test phases and tended to be major revisions with extended development cycles between releases. Each release could include many bug fixes, major UI changes, and/or new or improved features. As a result, customers would have to wait a long time before receiving an update with a much-desired feature or change. Fast forward to today’s app- and cloud-centric environments where continuous improvements and short release cycles are the norms. This has dramatically reshaped the software development paradigm. Through this, we have seen the rise of DevOps, and most recently DevSecOps, to help enable these rapid deployment cycles.

This shift has moved us from a linear cycle to the continuous loop model of modern DevOps

What is Continuous Integration?

To understand what continuous integration is, let’s take a look at what it is not. In standard practice, a developer will checkout code from a repository to make their changes. Legacy waterfall development cycles could mean code checked out for extended periods of time, maybe with single daily check-in. Integration would only be run at the completion of changes, whether adding a new feature or making changes to existing code.

The challenge with this methodology is that the code does not regularly sit in a deployable state and is prone to errors or failures when integration is finally (manually) performed. Tracking what code blocks are causing which failures can be time-consuming and challenging. With continuous integration, all of this changes as we shift towards an Agile methodology. Code changes are checked-in multiple times per day, and every time, automated integration is run to check for errors. This means tracing the source of an error is straightforward and can be quickly corrected. Frequent integration means faster feedback, as well, allowing developers to stay on task and focused on their work. And at the end of the day, your application is always deployable (even if incomplete). 

What is Continuous Deployment?

Now that we’ve streamlined and automated aspects of integration, let’s look at how deployment functions in a continuous model. Continuous delivery is the natural next step in automation. Once your code has been merged with the master branch and freed from errors, it’s time to push the master branch code to production. The key here again is the automation of your pipeline. 

The challenge is having the right tools to test and verify the code, not just for errors but for function and security as well. These checks must pass in order for the code to flow from pre-production to production in a ready-to-be-deployed state. This stopping point is a key differentiator between continuous delivery and its nearby neighbor, continuous deployment.

Delivery Versus Deployment - Which Continuous Model to Use

Continuous deployment is the successor to continuous delivery, in which we add an additional phase of automation to the pipeline. Delivery leaves the code in a ready state for deployment, but stops automation here - the deployment step is manual, in that someone has to push the proverbial button to make it so. With continuous deployment, the creation of, and deployment to, the appropriate infrastructure is all automated as part of the pipeline. The automation stream no longer stops and waits for a push, the pipeline can now take the code from the repository, pull the appropriate configurations, build VMs, containers, etc. on the fly, and deploy the code, all in one fell swoop. 

Though this model truly allows for efficiency and speed, the challenge is having the proper tools and checks in place to manage your configurations and rollback in the event of errors or failures. 

Bringing it all Together: The CI/CD Pipeline

Now that we’ve looked at both halves of this equation, we can bring them both together to build our DevOps Continuous Integration/Continuous Deployment Pipeline

The basic steps are Develop → Build → Test → Deploy. 

As we expand the pipeline we also have Monitoring → Feedback → Operations. A continuous orchestration platform can help you design such a pipeline - like Opsera’s Continuous Orchestration.

The hallmark of a truly efficient pipeline is a seamless integration of tools that allow automation from end-to-end through each of these phases. 

The major difference between legacy waterfall development and agile is that instead of doing all the development, then merging all the code into a final build, then finally testing, developers are consistently looping through the develop-build-test cycles. Every code integration, multiple times per day, aka continuously. At the end of the day, the code could theoretically be deployed as-is. So how does this achieve more frequent releases?

Checking in code more frequently alone is not what speeds release cycles, but certainly plays a critical role. The idea is to break down features and new development into byte-sized pieces that are fast to write. These ultra-fast cycles paired with continuous integration achieve the following:

  1. If integration errors occur, it’s easier to determine their source and quickly correct the issue.
  2. Code is consistently being deployed to a production-like environment so we have a built-in assurance of how the code will work for end-users.

Automation is the Secret Sauce in CI/CD pipelines

A CI/CD pipeline achieves speed and efficiency with automation. Every step in the pipeline should have the appropriate tools and automation baked-in. Some examples include:

  • Code integration
  • Code validation and error-checking
  • Automated unit testing
  • Static & Dynamic code analysis
  • Vulnerability scanning
  • One-click or zero-click deployment to any environment

And while this list is certainly not comprehensive, it illustrates some critical components of a high-quality CI/CD pipeline. Now let’s take a step back and look a bit deeper at the phases of each CI and CD and their workflows and automations.

As we saw previously, the 4 overarching phases are:

  1. Develop 
  2. Build
  3. Test/Quality
  4. Security Scan
  5. TVM Scan
  6. Deploy

Now let’s look at the tools and mechanisms at play in each phase. 


Here we are writing the code, meaning that we need a repository for storing and checking out code. 


When code is checked-in to the repository, that code is integrated into the master branch. Here is where version control is necessary. In older waterfall style workflows, integration/build would only occur after the completion of a major feature set or large volume code changes. When working in a more agile, continuous model, code is integrated into the feature times per day. Code is broken down into smaller working functions, allowing for iterative improvements and fast integration results. 


Once the code is built, the resulting application must be tested for errors, functional failures, and quality. These tests can and should be automated using any number of purpose-built tools. By testing at every build, feedback is received quickly and corrections can be implemented swiftly. 

Security Scan

As part of our transition away from bolt-on and after-the-fact auditing, security scanning is a critical part of the continuous loop. Security scans can automatically detect vulnerabilities and insecure implementations before being released into the wild and exploited by bad actors. It is essential to include this step in the testing portion of your pipeline - as they say, “an ounce of prevention is worth a pound of cure.” 


The code is built, testing has provided the green light, and it’s time to push our changes to an environment, whether pre-production or production. With continuous deployment, regular automated push to non-production environments gives clear feedback and metrics for how the code will perform when released to a customer-facing environment. After passing the appropriate tests in pre-production, code can be automatically released to production using whatever method or model meets your requirements.

Who am I and Why Should I Care About CI/CD?

CI/CD matters at every level of the organization, across functional and operational teams. The efficiencies realized by the continuous model allow business to move forward at speeds never before possible, while maintaining quality and integrity. Different members of the organization will find unique benefits depending on their role, and the value to the overall organization will be greater than the sum of its parts. 

I am a developer

For developers, the value in CI/CD is making it easy to deliver clean, high quality code by integrating frequently and resolving errors as they happen instead of debugging a multitude of disparate bugs across the codebase days, weeks, or months after the code was originally written. It also replaces manual steps with automation, and speeds the pace of feedback, so it’s easy to stay focused and accomplish deliverables. With deployments happening as part of the continuous loop, developers are no longer divorced from the infrastructure hosting their code and deeper ties with IT and/or Operations are forged. 

I am IT and/or Operations

Older development and deployment strategies treat the code and its underlying infrastructure (as well as security) as separate. With DevOps, and more importantly, DevSecOps, and the CI/CD pipeline, these all become unified and designed to work together. Security is no longer an afterthought, infrastructure is right-sized and purpose-built to deliver the application to best advantage. Again, all of this is automated at deployment, often using Infrastructure-as-Code configurations, microservices, and containers. There is no longer the tug-of-war between developers and infrastructure engineers when trying to determine who owns the problem when errors or failures occur. When these functions are more deeply integrated, collaboration becomes the name of the game instead of “hot potato”. 

I am the CIO

When we think about CI/CD, we often look at this from the standpoint of code, tools, integrations - all the technical aspects. But what about management - how does CI/CD directly impact business leaders such as the CIO? CI/CD offers a multitude of benefits from a planning and resource management perspective. Business leaders are always looking for ways to increase operational efficiencies while reducing costs. Costs and complexities can both be reduced with a well designed CI/CD pipeline. With fewer manual steps, teams can work more efficiently and effectively with less resource overhead. Not to mention doing away with huge time sinks and wasted efforts. With stronger team-to-team collaboration, less time is wasted on tracking or assigning ownership to issues and overall technical and business processes are streamlined. It becomes easier to plan and predict future needs and prepare the business to scale. 

I am the Customer

In the end, all of these efficiencies and automations don’t mean much unless there is a customer on the other side reaping the true benefits. In the case of CI/CD, frequent updates means short waits between improvements and always having access to the latest and great iteration of the application or platform. Especially with subscription-based software licensing being the norm, customers expect frequent improvements to justify the ongoing expenditure. CI/CD enables not only the fast-paced release of features, but helps ensure the code that is delivered is functional and that bugs are few and far between. New features can be painfully overshadowed by a poor user experience and well-executed pipeline can prevent customer dissatisfaction by keeping quality high. 

Solving the DevOps Conundrum with Vendor-Neutral Continuou Orchestration

In order to remain nimble and, dare we say it, agile, in today’s lightning-paced environment, CI/CD is a much needed DevOps strategy. The benefits to the organization from top to bottom are unparalleled. Not to mention the many benefits to more highly satisfied customers. The common saying “if you have to do it more than once, automate it” has never been so true in the software development life cycle as it is today. Achieving success with CI/CD means having the right tools in play to support your goals and efforts.

There is no easier way to build and maintain a flexible and high-quality pipeline than Opsera’s Continuous Orchestration. Build drag-and-drop declarative pipelines, with security and quality piped in. Your toolchain, your preferred vendors,, with no coding or manual integrations. Unified insights help drive business decisions with aggregated and contextualized logs, personalized dashboards, and over 85+ KPIs to help measure your success. 

Discover your pathway to a best-in-class CI/CD pipeline with Opsera at www.opsera.io.  

Recommended Blogs