How to accelerate software delivery: Building a Scalable CI/CD Pipeline

Hello my dear Cloud Marathoners!

As the moderator, I had the pleasure of guiding an engaging conversation with our featured speaker, Dharmendra Ahuja—a multi-cloud Certified Solution Architect, DevSecOps, and Data Engineer with 18+ years of experience.
Dharmendra’s expertise spans cloud-native architectures, CI/CD, containerization, and Infrastructure-as-Code, making him the perfect guide for this journey.

Best Practices for Scalable CI/CD Pipelines

Dharmendra shared actionable insights on designing pipelines that scale with your team and application needs. From modular pipeline stages to leveraging cloud-native tools, the focus was on building resilient, maintainable workflows.

Automated Testing & Build Automation

We explored how Jenkins and CircleCI streamline automated testing and build processes. Dharmendra emphasized the importance of integrating tests early and often, ensuring every code change is validated before deployment.

Deployment Strategies: Blue/Green & Canary

The session highlighted advanced deployment strategies:

  • Blue/Green Deployments: Minimize downtime and risk by switching traffic between identical environments.
  • Canary Releases: Gradually roll out changes to a subset of users, enabling real-time feedback and rapid rollback if needed.

DevSecOps Integration

Security isn’t an afterthought—it’s baked into the pipeline. Dharmendra discussed proactive DevSecOps practices, from automated vulnerability scanning to policy enforcement, ensuring every release is secure by design.

Real-Time Monitoring with Prometheus & Datadog

Visibility is key!
In this session, we learned how integrating Prometheus and Datadog provides real-time monitoring, alerting, and analytics—empowering teams to detect issues early and optimize performance.

Reducing Time-to-Market by Up to 40%

By adopting these best practices, organizations can dramatically reduce time-to-market, delivering value to customers faster without sacrificing quality or security.

Engaging Q&A

Throughout the session, I asked our presenter questions that sparked lively discussion:

  • How do you choose the right CI/CD tools for multi-cloud environments?
  • What are the biggest challenges in integrating security into pipelines?
  • Can you share a real-world example of a successful blue/green deployment?

Dharmendra’s responses were packed with practical advice and real-world stories, making the session both informative and inspiring.

Ready to Elevate Your DevOps Game and watch the full episode?

šŸ”— Session recording > https://www.youtube.com/live/hmlgsNV6mLo?si=2l-xoQ41V7UQEFQ-
šŸ“Œ LinkedIn announcement > Accelerating Software Delivery: Building a Scalable CI/CD Pipeline

Whether you’re just starting your DevOps journey or looking to optimize your existing pipelines, the Cloud Marathoner community is here to support you. Let’s keep running toward cloud excellence—together!

Cyber Back to School – Improving Your Azure Governance with Bicep + GitHub Copilot

Greetings to all Cloud community and Cloud Marathoner friends!

Did you know that the Cyber Back to School 2025 is started on October first?
It is community organized event that you don’t want to miss out.

Cyber Back to School event

Cyber Back to School is an annual community event featuring IT professionals from across the world. This event was started in 2024 by Microsoft MVP and MCT Community Lead, Dwayne Natwick. Microsoft community Leader, Microsoft MCT, blogger, and public speaker, Derek Smith, joined the team as co-organizer in 2025.
In 2025, Cloud Marathoner and Microsoft MVP and MCT, Elkhan Yusubov began assisting with social media and promotion of the event. Community members submit sessions, either videos or blog articles, to provide viewers with actionable knowledge. The event takes place every October, from 01 October to 31 October.

This year I submitted two sessions and look forward to sharing the first one on this blog below.

What is covered in my session?

Strong governance is the foundation of a secure, scalable, and cost-effective cloud environment. In this hands-on session, we’ll explore together how to use Bicep — Azure’s new infrastructure as code language —alongside GitHub Copilot to streamline and strengthen your Azure governance strategy.

You will learn the following in this session:

  • āœ… Azure Governance: policies, role-based access control (RBAC), resource locks, and naming conventions
  • āœ… Resource Governance rules with Bicep code
  • āœ… GitHub Copilot to the rescue of reduce errors and follow best practices in IaC
  • āœ… Real-world examples
  • āœ… Automating governance at scale
  • āœ… Tips for integrating governance into your CI/CD workflows

This session is designed for early-career cloud engineers and architects looking to build confidence in managing Azure environments with automation and AI-assisted development.

Azure Governance

As a cloud engineer or working professional stepping into the world of Microsoft Azure, one of the most important concepts to grasp early is Azure Governance. Think of it as the set of rules and practices that help organizations manage their cloud resources effectively, securely, and in a cost-efficient way. Let’s break down some of the key components of Azure Governance:

šŸ›”ļøAzure Policies – Enforcing Rules

Azure Policies are like the rulebook for your cloud environment. They help ensure that resources are created and managed in a way that aligns with your organization’s standards. For example: You can create a policy that only allows resources to be deployed in specific regions (e.g., only in West Europe or East US), or that requires all storage accounts to have encryption enabled.

Why it matters?
It helps prevent misconfigurations, ensures compliance, and keeps your environment secure and cost-effective.

šŸ‘„ Role-Based Access Control (RBAC) – Managing Who Can Do What

RBAC is Azure’s way of controlling who has access to what resources and what actions they can perform. For example: You can give a developer access to manage virtual machines in a resource group but not allow them to delete the resource group itself.

Why it matters?
It follows the principle of least privilege, ensuring users only have the permissions they need—nothing more, nothing less.

šŸ”’ Resource Locks – Preventing Accidental Deletion or Changes

Resource Locks are like putting a ā€œDo Not Touchā€ sign on critical resources. We have following types of locks:

  • ReadOnly – Users can read the resource but can’t make changes.
  • CanNotDelete – Users can modify the resource but can’t delete it.

As a use case example: You can lock a production database to prevent accidental deletion during maintenance.

Why it matters?
It adds an extra layer of protection for important resources and prevents accidental changes in your important resources.

šŸ·ļø Naming Conventions – Keeping Things Organized

Naming conventions are standardized ways of naming your resources so they’re easy to identify and manage. For example: A virtual machine name like vm-prod-weu-app01 could tell you the following additional information:

  • It’s a VM
  • Used in production
  • Located in West Europe
  • It’s an app server

Why it matters?
It improves clarity, helps with automation, and makes managing large environments much easier.

🧩 Bringing It All Together

Imagine you’re building a cloud environment for a company. With Azure Governance you can achieve the following mission:

  • Define rules (Policies)
  • Control access (RBAC)
  • Protect critical resources (Locks)
  • Stay organized (Naming Conventions)

Together, these tools ensure your cloud environment is secure, compliant, and manageable—even as it grows. Mastering Azure Governance early will set you up for success as you build scalable, secure, and well-managed cloud solutions.

Resource governance with Bicep Code

Resource governance with Azure Bicep empowers organizations to manage cloud resources consistently and securely through declarative infrastructure-as-code. By defining policies, role assignments, and resource configurations in Bicep templates, teams can enforce compliance, reduce configuration drift, and automate deployments across environments. This approach enhances visibility and control, ensuring that resources adhere to organizational standards from the moment they’re provisioned.

Additionally, Bicep simplifies governance by integrating seamlessly with Azure Policy and management groups, enabling scalable enforcement of rules across subscriptions. Its modular structure promotes reuse and collaboration, allowing teams to build standardized templates for tagging, cost management, and security controls. Ultimately, Bicep streamlines governance workflows, reduces manual overhead, and fosters a culture of accountability and best practices in cloud operations.

GitHub Copilot to the rescue

Related content of content

Automating governance

Related content of content

integrating governance into your CI/CD

Related content of content

Demo and references

Related content of content

Updates coming soon

Stay tuned for details, as the complete post is in-progress and be available on the week of Oct 7, 2025

New session announcement – Are you interested to unlock your AKS skills with Azure bicep language?

Hello Cloud Marathoner friends!

If you are into managed Kubernetes services and Infrastructure as a Code implementation on Microsoft Azure, then keep reading.

Session Announcement

Next week. join our tech-savvy workshop with Kasun Rajapakse, an Azure MVP and Docker Captain. In this festive session for the Festive Tech Calendar event, we will unwrap the wonders of Azure Kubernetes Service (also known as AKS) provisioning using the Bicep language and showcase the latest AKS features.

What will be covered?

In this jolly session, we’ll delve into the secrets of deploying AKS clusters with Bicep, turning your cloud infrastructure into a winter wonderland of efficiency and scalability. Whether you’re an experienced elf or a newbie on Santa’s list, this session is perfect for everyone eager to harness the power of Azure Kubernetes Service.

What you need to do before session?

Get ready to sleigh your cloud game with our festive demonstrations of AKS features. Deck the halls with knowledge and cheer as we bring the magic of AKS and Bicep to life!

Call to Action

Please come prepared to our session with your great questions on gears and skills that elves need to learn about. Your help to get them prepared will be appreciated very deeply.

Join elves for a holly jolly tech adventure session with the details below:

šŸ“† Event Date: Dec 21, 10 am EST
šŸ“Œ YT Channel šŸ‘‰ https://lnkd.in/ehkCwVep
šŸˆā€ā¬› GitHub repo šŸ‘‰ https://lnkd.in/eUUTxBhE

Resolving “git fetch” SSL certificate problem on windows machine

Hi Cloud Marathoner friends,

A few days ago, I got the following error when attempting to run a Git command:

Problem

“fatal: unable to access ‘https://github.com/ElYusubov/Learn-Bicep.git/‘: SSL certificate problem: unable to get local issuer certificate”

This issue originated from the fact that git by default uses the “Linux” crypto backend.

However, there is a simple solution, from the beginning of version Git on Windows 2.14, you can configure Git to use SChannel. This is a built-in Windows networking layer as the crypto backend. In other words, the Windows networking layer will be used with the Windows certificate storage mechanism and you are not required to configure the curl CA storage mechanism.

If you would like to dig into more technical details, then here is the full article on this topic: https://msdn.microsoft.com/en-us/library/windows/desktop/aa380123(v=vs.85).aspx

Solution

Fortunately, you don’t have to change anything in your Windows environment, just run the following Git command: “git config –global http.sslbackend schannel”.

Let me know if that helped with your problem and keep me in the loop if you had a similar problem.

How could you remotely manage all the Linux and Windows Servers ⁉ šŸ¤”

Hello, my #cloudmarathoner friends!

Let’s focus on answering the main question of this post. And some of you may suspect that we will allude to Azure Arc, right?

Microsoft Azure Arc

Yes, with the Microsoft Azure Arc, you can manage servers running on-premises, at the edge, and in multi-cloud environments. And with the latest updates, now, you also get SSH access to your Linux and Windows Servers running anywhere using Azure Arc-enabled servers.

Direct Network Connectivity

Even though direct network connectivity (like SSH connection into the server) can be a challenge in hybrid and multi-cloud environments, Azure Arc-enabled servers enable this unique capability for you.

What are the Helpful References?

Well, let me mention the following important three references that will get you going in your Azure Arc journey, ok?

1ļøāƒ£ SSH access to Azure Arc-enabled servers šŸ‘‰ https://lnkd.in/eMd_yceR

2ļøāƒ£ Troubleshoot SSH access to Azure Arc-enabled servers šŸ‘‰ https://lnkd.in/ePjcGUcv

3ļøāƒ£ SSH access to Azure Arc-enabled servers and how to set up one, check out the following blog post fromĀ ThomasĀ šŸ‘‰Ā https://lnkd.in/eMJy_zRZ #sharingiscaringĀ ā¤ļø

In Summary

I hope this provides you with a good overview and resources of how you can manage and SSH access your Linux and Windows Servers anywhere using Azure Arc. And if you feel like you got a question, please, feel free to leave a comment on my LinkedIn post.

The #CloudMarathoner community is approaching to 1400 members

Hello, Cloud Marathoner friends!

We started the #CloudMarathoner community and cloud learning journey approximately 3.5 years ago with few posts and followers. My main intention in starting this hashtag is to help everyone learn the #cloudcomputing and share training resources that could help you in your awesome #cloud journey.

We continuously GROWING

Thank you for your continued feedback and support!
Our community is almost 1400+ members string and we are able to reach and empower more people now.

Many Thanks to each of you, who has #shared and commented on #CloudMarathoner posts on social media.

summary

Thank you.. Thank you… Thank you..
For being a trueĀ #cloudmarathoner in learning theĀ #cloud and sharing it with your community!

Please, check the #CloudMarathoner #tag on LinkedIn or Twitter and share information thatĀ you find helpful.

How to fix the GitHub pipeline issues when credentials are expired?

Hello Cloud Marathoners,

In this post, I will be addressing a common an error that could be seen in your GitHub actions, once in a while, called “Error: Az CLI Login failed. Please check the credentials and make sure az is installed on the runner”.

UPDATES coming soon…

The #CloudMarathoner community is 1000+ members strong

Hello, my dear Cloud Marathoners!

We are a vibrant worldwide community with a passion to learn and grow our career with Cloud technologies! We are also a growing community who are dedicated to giving back and sharing with #community as well!

We are more than 1040+ members strong and continue to grow while supporting the community members with online, #free content on a variety of cloud technologies.

The #CloudMarathoner followers on @LinkedIn

Thank you

I would like to thank everyone who has followed and #shared the #CloudMarathoner posts and announcements.

As you already know, this is the beginning of something ā€œGREATā€ that we need to carry on by spreading the goodness and power of #knowledge that empowers people.

Summary

Thank you for stopping by and checking the announcement and celebrating this “HUGE” milestone with us. Please, check our architecture, cloud infrastructure as code, and overall, Azure videos in the #CloudMarathone YouTube channel.

Cloud Interviewing guidance and tips for military veterans

Hello dear Cloud Marathoners,

This week, I had an opportunity to join a meeting in order to share my experience with military veterans on how to get them ready for the first cloud position interview. We had really awesome participation and a number of questions that benefited all attendees.

Thank you,Ā DouglasĀ for an opportunity to help the transitioning service members and veterans with critical technical and career skills development and tips.

MSSA career development and interview tips

Thank you, Microsoft, for running the very important MSSA (Microsoft Software and Systems Academy) for transitioning service members and veterans!

The MSSAĀ provides technical training that enables the service members to leverage their core skills and interests to chart—and start—their career journey in IT.

Summary

It was truly a unique event to help our transitioning service members and veterans and Thank You to everyone who took some time in providing follow-up feedback on the following LinkedIn post.

Azure Bicep First Look course is released!

Happy Friday friends,

Are you looking for a simpler, more efficient way to author infrastructure resources in Azure?

Azure Bicep First Look course


If so, you’re in luck. Azure Bicep is here to help. Bicep is a new domain-specific language (DSL) for deploying resources in Azure. It’s also a much cleaner, more concise language than ARM JSON—cloud admins and DevOps professionals, rejoice!

Please, let me know if you need any help with my new Azure Bicep First Look course.

I am here to help you in your Cloud journey!
Stay tuned for more Azure content!