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?

🔗 Session recording > https://www.youtube.com/live/hmlgsNV6mLo?si=2l-xoQ41V7UQEFQ-
📌 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:

  • ✅ Azure Governance: policies, role-based access control (RBAC), resource locks, and naming conventions
  • ✅ Resource Governance rules with Bicep code
  • ✅ GitHub Copilot to the rescue of reduce errors and follow best practices in IaC
  • ✅ Real-world examples
  • ✅ Automating governance at scale
  • ✅ 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:

🛡️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.

👥 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.

🔒 Resource Locks – Preventing Accidental Deletion or Changes

Resource Locks are like putting a “Do Not Touch” 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.

🏷️ 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

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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

Hack the Cloud: Attackers Love Blind Spots, Break Their Hearts!

Hello Cloud Marathoner friends,

Last week, we had a very interesting session focused on cybersecurity.

Our guest speaker Brian Contos, shared his expertise on the following critical cybersecurity topics:

✅ Real-life stories from the trenches, drawn from years of cloud-based incident response.
✅ Exploration of various hacks to illustrate how breaches occur, what happens following a breach, and why organizations struggle to detect and respond.
✅ Mitigation strategies to proactively prepare for a breach, discover malicious activity, and respond effectively.

Malicious actors are counting on your passivity, your blind spots, and your inability to detect and respond to attacks in the cloud. Break their hearts!

Are you ready to learn more about hacking 🔐 ⛔ the cloud and how to prevent it ⁉️ 🤔
Tune in to hear and learn from real-world stories.

Real-World Examples

  • Crypto mining on hacked security cameras in a casino.
  • $15 million wire fraud via compromised Office 365 and fake domains.
  • MongoDB ransomware where attackers lied about stealing data.
  • Robot hack demo showing how easy it is to control industrial devices with no authentication.

When and Where

📅 Date: May 7th, 2025
🕒 Time: 5 PM UTC
📍 Recorded session URL

Don’t miss out on this amazing hacking session.
Let’s make the cloud a safer place together!

How to enhance your own AI services using Semantic Kernel

Greeting my dear #CloudMarathoner friends!!!

Last week, we had a great discussion with our guest speaker – Microsoft MVP, Håkan Silfvernagel. Our topic was Azure Ai services using the Semantic Kernel with simple, yet insightful demos.



Don’t miss an opportunity to learn about 🚀 #AzureAI services using Semantic Kernel today at the Cloud Lunch and Learn session 🤩


What WILL YOU learn?

By checking this session, you will learn how to build your own CoPilot experience using the Semantic Kernel released as an open-source project. Our speaker has demonstrated how you can use skills, memories, connectors, and plugins in order to enhance the experience for your users.

WHEN and WHERE?

🗓️ Wed, April 24 2025 @ 18:00 UTC
📍 Recorded session URL
🔗 Registration URL 👉 https://lnkd.in/eSNFkPGx

Check out the following session and let us know your feedback

Azure Spring Clean 2025 – sessions are accepted to present on Governance with Azure Bicep and AKS monitoring trends

Hello, hello my dear friends and community members!

This March month is going to be very busy, as I got notified that one of my solo sessions, and one joint session with Kasun – a Microsoft MVP and Docker captain – has been accepted, two weeks ago. And most importantly, I will be folding my sleeves to start preparations for the following sessions:

  • The Future of AKS Monitoring: Trends and tools you can’t ignore
  • Tips and tricks to automate resource governance with Azure Bicep

What to expect from a session – Future of AKS Monitoring?

In this session, we dive deep into the evolving landscape of Azure Kubernetes Service (AKS) monitoring — exploring the latest trends, essential tools, and best practices to future-proof your observability strategy.

What you’ll learn in this session:

✅ Current state of AKS monitoring: Azure Monitor, Log Analytics, Prometheus, and more.
✅ Must-have tools: Grafana, Azure Managed Prometheus,
✅ Best practices for designing scalable, high-availability monitoring solutions
✅ Live demo: Setting up Prometheus + Grafana on AKS and integration

What to expect from a Governance with Bicep session?

In this new session, you will learn how to simplify resource governance, ensure compliance, and easily maintain control over your Azure environment.

I have following key topics included in the session:
✅ Basics of Azure Policy and its core components
✅ Creating and managing policy definitions and assignments
✅ Leveraging built-in policies and custom policy creation
✅ Integrating Azure Bicep for efficient resource deployment and governance
✅ Real-world examples and use cases

Call to Action

Don’t miss these sessions during the March month, and as always, you are welcome to provide feedback or ask questions.

Reference post with links to the recorded session – The Future of AKS Monitoring: Trends and tools you can’t ignore.

Another reference post to a recorded session – Tips and tricks to automate resource governance with Azure Bicep.

Recognized by Sessionize.com as a top 3% active speaker for 2024 🎉

Hello dear #CloudMarathoner family and community members!

I’m thrilled to share that Sessionize.com has recognized me as one of the top 3% most active speakers for 2024 🎉

This is my second time receiving this honor in the past few years, thanks to 42 international speaking events over the years.

Thank you for support

Huge Thank You to everyone for your incredible support, including our awesome #CloudMarathoner community and Sessionize.com for this recognition🙏

I also want to extend my gratitude to T-Rex Solutions, LLC for their unwavering support in my Microsoft MVP and speaker journey. Your encouragement has been invaluable!

My Sessionize.com presentations

If you never checked it before, then please feel free to check my speaker profile 👉 https://lnkd.in/eUcQ2tWS

You should be able to see my bio, past and upcoming events, and the topics I love discussing in my online and in-person sessions.

Let’s keep pushing the boundaries of cloud engineering and learning together 🚀

Starting 2025 with an exciting renewal announcement 🌟 🎉

Greetings to all #CloudMarathoner friends!

I am trilled and honored to share this great news with all of you. As of the beginning of January, I have been notified and recognized as Microsoft Certified Trainer (#MCT) Community Lead for the #USA region for 2025!

What is MCT Community Lead?

This role represents an incredible opportunity to continue empowering our vibrant training and learning community, fostering collaboration, and supporting MCTs in their mission to deliver impactful training experiences.

As your MCT Community Lead (previously known as, MCT Regional Lead), my focus will remain on sharing knowledge, nurturing connections, and elevating the presence of #Microsoft technologies across regions while helping new #MCT colleagues to excel!

Honored to serve you as MCT Community Lead in 2025

I am excited to continue working alongside my high-caliber trainer friends, driving meaningful initiatives, and building on the strong foundation of innovation and mentorship that makes our #community thrive in helping customers with #Microsoft technologies.

Thanks to the Microsoft team members, which includes Sarah Kong, Linda Larkan, MS, MEd, MCT, and previously Tracey Carisch have done an amazing job in reinvigorating this program 🙏🙏🙏

Do you have questions about MCT program?

Please, check my following post on LinkedIn platform and let me know if you need any help with MCT program.

Again, and again – please let me know if you have any questions or suggestions to the MCT program and I will bring your voice and concern to MCT leadership and try to address it asap. Here is the URL for the post 👉 https://www.linkedin.com/posts/elkhanyusubov_mct-usa-microsoft-activity-7280810348616531968-ia1t/

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:

📆 Event Date: Dec 21, 10 am EST
📌 YT Channel 👉 https://lnkd.in/ehkCwVep
🐈‍⬛ GitHub repo 👉 https://lnkd.in/eUUTxBhE

Achieving new milestone with #CloudMarathoner community members and Bicep contributors!

Hello my dear friends!

Thank you to everyone 👨‍👩‍👧‍👦 who joined the #CloudMarathoner community and always support us in this great learning journey to empower learners ⛅🏃‍♂️🏃‍♀️!

We are continuing sharing awesome Cloud knowledge, skills and experiences in 2024 with a great contribution from all of you 💪

Latest stats on members

Our #CloudMarathoner #community has grown into more than 2000+ members!
Huge Thanks for #sharing posts and making this happen 🙌 🎉🎈

🎯 The fact is that in the last month alone, we added 81+ new members to our growing #cloudcommunity. Our reach to the new learners is just accelerating every week and month due to your shadings.

Highlight on some community members

Our strong team members like Hugo Barona Katerina Chernevskaya Dwayne, Jackson Felden, Kasun Rajapakse, Anuradha Samaranayake, Maria Ashby, Martin Dimovski, John Lokerse, John Hart, Dan Rios, 🚀Dries V.., Ahmad KANAAN, Akshay Arun Mandlik, Janusz Nowak, Luke Murray, Sam Cogan, Christopher Maneu, Matt Willson, @kewalaka, Sarah Lean,
Ahmad Abdalla, @RehabAbotalep, Sebastian Gräf, Joseph Thompson, Ravikanth Chaganti, Evgeny R., and Andrii Molchanov stepped up the game with numerous contributions👏

Bicep and Iac Resources

Check out a curated list of blogs, videos, tutorials, code, tools, scripts, and anything useful to help you learn Microsoft #AzureBicep 💪 language 👉 https://lnkd.in/e58nEfbd SharingIsCaring ❤️️

Subscribe to a #CloudMarathoner hashtag on LinkedIn platform 👏👀
Stay tuned for more Cloud, Automation & Security-related posts.

Check out the Building Privacy-Enhancing Cloud Workflows with Confidential Computing session with Ridwan Badmus

Greeting to all #Cloudmarathoners!

In this first week of October, we had an interesting session to explore privacy and confidential computing from an engineering perspective.

FOCUS OF THE SESSION

Our speaker focused on some hidden details of Implementing Confidential Computing, namely learn how to leverage Trusted Execution Environments (TEEs) to build secure and privacy-conscious cloud workflows. Ridwan also emphasized aligning Governance with Privacy Regulations, as well as discovering strategies to ensure your cloud governance practices comply with evolving data privacy regulations.

In addition, he expanded topic with optimizing Cloud Investments by exploring how enhanced data security and minimized compliance risks can optimize outputs from your cloud investments.

Thank you, Ridwan!

Ridwan Badmus is a lawyer and privacy engineer who is interested to help customers. He has legal and as well as engineering experience to help in these matters. Thus, feel free to connect with him on LinkedIn if you have any inquiries.

what is next?

If you would like further to explore this topic then you are encouraged to check the following resources:

Recorded Session

If you are intrigued to watch the entire session, then please visit the following YouTube link below on our Cloud Lunch and Learn channel.