anoop.blog

September 3, 2026

Data-Driven Decisions: Explained Over a Drink

A few weeks back, over drinks with friends in Sydney, the topic turned to Beer vs Whiskey — which one is “stronger”?

Everyone agreed: “Beer is light, yaar. Whiskey, Brandy, Vodka — that’s the real stuff.” And on paper, they were not wrong — beer sits at 4-5% alcohol, while whiskey, vodka, and brandy sit much higher, around 35-42%. Case closed, right?

I said, “Wait a minute. Let’s not close the case yet.”

The Question Nobody Was Asking

Everyone was comparing the percentage. Nobody was comparing the quantity.

Think about it. When you drink whiskey, how much do you actually pour? A peg is usually 30ml, sometimes 60ml if you’re generous. But when you drink beer, you are not sipping 30ml from a shot glass. You are opening a full bottle — 330ml, 500ml, sometimes 650ml.

So the real question is not “which drink has more alcohol in it.” The real question is “which drink puts more alcohol in you.”

And that, my friends, is where the data tells a completely different story.

August 24, 2026September 3, 2026

Cosmic Ping: Calculating the Latency on Your Prayers

A few days ago, I fell down an astronomical rabbit hole.

Right now, as you read this, Voyager 1 is drifting through the cold, dark silence of interstellar space, more than 24 billion kilometers away from Earth. If NASA engineers want to send it a simple “Hey, run a diagnostic check,” they have to beam a radio signal at the speed of light—roughly 300,000 kilometers per second, the absolute speed limit of the universe.

Even at that breakneck speed, it takes over 22 hours for the message to reach the probe, and just as long to get an answer back. That’s nearly two full days just to get a single checkmark on a screen. Imagine sending a message on Monday morning and waiting until Wednesday breakfast just to see the double blue ticks.

For thousands of years, our ancestors looked up at the night sky in awe. Whenever life got overwhelming—a failed harvest, a looming storm—they looked toward the clouds with an unshakeable belief that an ultimate power was listening. Today, we don’t just stare at the stars; we fling machines into deep space to talk to them.

Which got me thinking: if God lives somewhere out there in “Heaven”—presumably way past Pluto, past Voyager 1, past the Oort Cloud, and somewhere beyond the observable universe—how long is the lag on our prayers?

August 17, 2026August 17, 2026

Why I Prefer Messi Over Ronaldo: Go Deeper and Create the Play

When people discuss football, one debate always comes up: Lionel Messi or Cristiano Ronaldo?

Both are absolute legends of the game, but I have always preferred Messi. The reason comes down to how he plays when his team needs a breakthrough.

Cristiano Ronaldo is a master finisher—he waits in and around the penalty box, expecting the right pass, and scores with incredible precision. But Messi does something different. When the midfield is stuck and the passes aren’t flowing, Messi doesn’t just stand up front waiting for someone to feed him the ball.

He drops deep.

August 2, 2026August 4, 2026

What if the God has a line manager and yearly appraisals ?

We all know the ritual. You grind for 365 days, log every tiny win on your self-assessment, and try to convince your boss that you single-handedly saved the company. Why do we put ourselves through this stress? Simple: hard work pays for the lifestyle, dinner table upgrades, and overall well-being of our loved ones.

Whether it happens annually, half-yearly, or in quarterly sprints, the corporate machine always demands its sacrifice. We get evaluated, squeezed into a bell curve, and neatly labeled: Exceeds Expectations, Meets Expectations, or the dreaded Needs Improvement.

Now, given that over 90% of humanity believes in a higher power running the universe, a very reasonable corporate question arises:

What if God had a Line Manager?

Welcome to the annual strategic review at Cosmic HQ.

July 30, 2026July 30, 2026

How I Mercilessly Laid Off My Favorite Proofreader (Sorry, Honey!)

For years, I had a very specific, high-stakes ritual every time I finished writing a blog post about Azure. But I was bit lazy to do proof reading few times to correct it and make a good flow.

So, like any loving husband, I did what felt natural: I handed it over to my wife.

Now, you have to understand—my wife works in a completely different domain. Cloud architecture to her might as well have been ancient Greek. But bless her heart, she never hesitated. She’d sit there for hours, squinting at complex technical terms, patiently fixing my clunky sentences, and trying to make my Azure ramblings actually read like human English.

Did those technical blogs make any sense to her? Absolutely not. But she was a total team player.

The silver lining for her back then? I rarely wrote blogs. So her “unpaid proofreading side-hustle” didn’t completely ruin her work-life balance.

July 30, 2026July 31, 2026

The Art of Scanning: What Xavi Hernández Taught Me About Technical Success

Xavi Hernández… I am sure it is a familiar name to anyone who loves football. He was part of the iconic Spain team that won the World Cup back in 2010—the very same year I got married.

Throughout his career, Xavi played as a central midfielder. He wasn’t particularly fast, nor was he a flashy dribbler. Yet, he served Barcelona and the Spanish national team at the highest level for years.

So, what made Xavi so special?

The main role of a midfielder is to win the ball from the opponent and distribute it to teammates in attacking positions. But Xavi did this differently than everyone else. He did it through scanning.

July 30, 2026July 30, 2026

Leading the Landscape, Not Just the Metrics

In management theory, there is a long-standing ideal: the leader as a perfectly balanced scale. Objective, unwavering, and strictly impartial.

For years, standard workplace philosophy has held that fairness is simple math. If a leader gives one team member an hour of guidance, everyone should get an hour. If a performance standard is set, that exact standard should apply to the person sitting next to them, regardless of what is happening behind the scenes. Remaining squarely down the middle is often seen as the ultimate shield against favoritism

Then reality quietly breaks the model.

July 5, 2026July 13, 2026

Converting Half Chances into Match-Winning Results – with a transformation mindset

I grew up watching Mohammad Azharuddin, Ajay Jadeja, and Robin Singh field for the Indian team. They were the ones who completely changed the way Indian fielders moved on the ground. It was truly the start of a new fielding era for us.

However, if we look at who changed the perception of fielding on a global scale, it wasn’t them. So, who was it?

Think back to the 1992 Cricket World Cup in Brisbane. There was an iconic, horizontal, flying dive from backward point to run out Pakistani batsman Inzamam-ul-Haq.

Then, fast forward to 1998 at Edgbaston during the Emirates Triangular Trophy. Another unbelievable, flying catch sent England’s Robert Croft back to the dressing room.

February 21, 2026February 23, 2026

From Rivers to Repositories: “Shifting Left” is Simplified

Once upon a time, a thriving town was built along the banks of a Great River. For generations, the town flourished, but as the population exploded, clean water became scarce. To keep the town running, the Mayor decided it was finally time to tap into the river’s massive current.

There was just one problem: The river water was thick with mud.

The Mayor summoned two experts, each proposing a radically different vision for the town’s future.

February 8, 2026

PackLogic – Why I like Wolves

Did you know that a tiger—one of the most powerful predators on earth—only succeeds in about 10% of its hunts? That means for every ten times it tries to eat, it fails eight or nine times.

Now, look at wolves. Their hunting success rate is around 25%. But if you look at the African Wild Dog, their success rate skyrockets to an average of 80% (ranging from 60% to 90%).

Why is the difference so massive? It’s simple: The Pack.

February 2, 2026February 2, 2026

The Pressure Cooker Whistle: Explaining My New Job

I am writing this from thousands of feet above, on my way to Seattle for Confluent’s Global Kick Off 2026.

It’s been three months since I joined. Looking back, leaving my previous role wasn’t easy. I was comfortable. I knew Azure like the back of my hand. Moving here meant leaving that safety net for a completely new technology stack. I have always loved technology, and I learned everything put in front of me. But the biggest change isn’t just the tech—it’s how I explain my job.

August 27, 2025August 28, 2025

How the Right Stakeholders Earn Customer Confidence – A Real Wedding Story

When it comes to customer service, one principle often overlooked is the power of involving the right stakeholders at the right time. Let me explain how we handled this while planning my cousin’s wedding.

The Challenge: Quality on a Limited Budget

We had a clear goal – to organize a beautiful wedding within a limited budget, without compromising on quality. Food was the biggest priority, and I reached out to multiple event management teams. Most either quoted very high prices or couldn’t guarantee the quality we wanted.

One day, I received a call from a person named Fazil from a Pee Vee Events based in Perijanam, about 50 km away from our venue. Initially, I was hesitant. My main concern was freshness of food – after all, no one wants to take a chance on wedding day meals.

My initial reaction? A firm “no.” The distance of their kitchen was a major red flag for food quality and freshness, especially for a significant family event. Moreover, we had no idea about service quality. However, the salesman, Fazil, was persistent and, more importantly, perceptive. He understood my reluctance and immediately offered a guarantee: impeccable food quality, freshness, and even the promise of setting up a kitchen closer to our venue.

This was a good start, but what truly solidified our confidence was his next move. Fazil didn’t just ask for another phone call; he requested an in-person meeting. And he didn’t come alone.

July 5, 2024July 8, 2024

Delegate and Empower – Are they different?

They are not…. Empowerment takes delegation to the next level that gets you greater results. Leaders play big role in transforming team to a highly empowered team to achieve great outcomes. Let’s look at these closely.

Leaders who delegate tasks effectively manage their time to focus on more strategic initiatives rather than getting bogged down with firefighting and routine tasks. By delegating tasks and empowering team members to make decisions, leaders can tap into a wider range of perspectives and expertise.

When delegating a task, leaders should provide clear instructions on what needs to be done, how it needs to be done, and by when. They should also provide any necessary resources and support, and set clear expectations for the delegated task, including the deadline, deliverables, and quality standards.

Delegation isn’t just about assigning tasks; it’s about empowering your team, fostering growth, and maximizing collective output. These depend on your leadership style, the tasks, and your team’s capability and strength.

July 3, 2024July 3, 2024

Why should your team feel secured in the organization?

I recently read about Maslow’s hierarchy of needs, and what struck me was the importance of safety. In any organization, having a healthy working environment is crucial.

Think about this: Can you come up with innovative ideas if you’re stuck Infront of a wild elephant? Of course not. You need a calm mind to think better and do the best.

High job security boosts productivity, employee morale, and loyalty. It reduces attrition, improves team dynamics, and encourages innovation and risk-taking. These benefits foster growth for both employees and employers. Your immediate manager (leader) plays a crucial role in creating a healthy environment and provide a secured feeling in the team.

March 20, 2023March 20, 2023

Why Should We Build an Ideation Engine in Our Organization

I’ve always been fascinated by ideas. The kind of ideas that spark innovation, creativity, and problem-solving. The kind of ideas that make you want to jump out of bed and start working on them right away. That’s why I was drawn to the famous tagline from Idea Cellular company: “An idea can change your life” And it did.

Ideas are powerful. They can transform industries, create new solutions, and shape the future. But how do you cultivate a culture of innovation in your organization? How do you foster an environment where ideas are welcomed, nurtured, and implemented?

That’s where an idea engine comes in. An idea engine is a system that helps you generate, evaluate, and execute ideas effectively. It’s not just about brainstorming sessions or suggestion boxes. It’s about having a clear process that allows you to tap into the collective intelligence of your team and turn ideas into reality.

January 31, 2023January 31, 2023

Optimizing Design and Deployment Process with AI Guidance

We frequently ask questions to gather requirements and provide our designs and solutions. Many organizations standardize their questions for consistency among teams. Can chatbots handle these questions? Yes, AI services can be utilized to make decisions and trigger DevOps pipelines to deploy the desired design or service.

By using Infrastructure as Code (IAC), we can quickly deploy design templates using AI to assist in choosing the appropriate design. This allows customers to focus on workload migration instead of landing zone design. Although, not every customer is the same, for example, a secure Azure VNet hub and spoke design can be deployed initially and improved upon while testing non-critical workloads in the cloud. We can drive move from design workshop to design selection workshop where you are helping the customers to pick up one of best design available.

Another solution is deploying services on an existing subscription, where customers can quickly deploy VMs or PaaS services by answering a few questions posed by a chatbot, without waiting for a human response. This speeds up the deployment process and increases customer satisfaction.

In conclusion, by utilizing AI and chatbots, customers can avoid creating tickets and waiting for support, as they can immediately provision resources by answering questions and confirming with AI suggestions.

What do you think?

September 14, 2021September 15, 2021

Design By Crowd

Traditionally, Architects work on the end-to-end design and get it reviewed by different stakeholders at the end. You end up waiting several days to get this reviewed by many people in your organization and your customers’ organization. It is clearly a serial activity and waterfall model. In the era of the Public Cloud and agile world, I think we should also change our approach slightly to speed up the process and modernize our design process.

The world is pushing for Cloud Speed. When you design the Public Cloud infrastructure for your customers, you must travel along. Most of the organizations are shaping their organizational structures to pool different skills sets and work as groups. So, we should also engage the different teams and their members in the different stages of your design. This will reduce conflicts and friction at the end of your design because you are taking their inputs. You may even invite others to update some sections of the design guide, which will bring lots of collaboration to the design.

It is a good idea to do several draft reviews with the team and customers. This will reduce re-works at the end as you get instant feedback on your existing content. When your high-level diagram is ready, send to stakeholders, including customer saying ” Hey, take a look what I am currently working on.” This will avoid you creating content that may be incorrect for a specific requirement. You can even think about reviewing a completed section with them, and you work on other sections while you receive the feedback. With this approach, you need to get a sign-off from the stakeholder on the final version, and that will be easier as they are already familiar with your content.

Another advantage of engaging others teams, it would help the organization to grow good Architects. Junior members in the team will get the opportunity to work with senior Architects and also contribute to the design process. This will create a pool of resources that can be a good Architect in the future.

I hope this helps and welcome your feedback.

September 14, 2021September 14, 2021

Disaster Recovery – Do you really need one?

Last week, Microsoft announced the Preview of Capacity Reservation for VMs. You can reserve VM capacity in your DR region to ensure that you have VM resources available to create or turn on your protected VMs using ASR. ASR does not guarantee that your VMs can be turned on in your DR region in the event of disaster recovery. So, capacity reservation is a welcome feature and much needed. However, this is increasing the cost of your solution again.

Cost factors
- VM cost
- ASR protected VM cost
- Capacity Reservation Cost ( as same as your actual VM cost)
- other costs

_{Note: DR is not just the VMs but including other components. I did not provide the details above because it applies to both the options}.

Hmm.. Can we plan a DR cost-effectively in Azure? Let’s take a look:

September 13, 2021

Review of Preview – Azure Capacity Reservation

The long waiting feature is now Public Preview. When there is a Azure region disaster recovery, we need our VMs to be turned on in the secondary region. This feature guarantees you the recovery. You may learn about this feature in this URL.

As you know already, Azure Site Recovery does not 100% guarantee to turn on your VMs in the event of DR. This feature addition helps you gaining more confidence with your BCP with this feature addition.

Take a look at the Microsoft statement about the use cases for this feature.
- Business-critical applications—use on-demand capacity reservations to protect your capacity, for example when taking these VMs offline to perform updates.
- Disaster recovery—you now have the option to set aside compute capacity to ensure a seamless recovery in the event of a natural disaster. The compute capacity can be repurposed to run other workloads whenever DR is not in effect. The VM maintenance can be handled by keeping core images up to date without the need to deploy or maintain VMs outside of DR testing.
- Special events—claiming capacity ahead of time provides assurance that your business can handle the extra demand.

I have been asking for this feature for a long time now, and finally, it is here. I am happy about Microsoft as they are listening to customers and partners. However, the first bullet point is a bit worrisome as it states, It is not guaranteed to get your VM back if it is offline for some time due to maintenance. Does MSFT force customers to take this for all the critical workload? I hope they do not make things worse to this point.

May 12, 2021May 17, 2021

Can Public Cloud Turn All Your Protected VMs ON in another Region during the Region Fail-over?

It is an interesting point to discuss. I am taking example of Azure here but it is applicable to other Public Clouds as well.

Azure Site Recovery is great native tool which helps us enable disaster recovery (DR) by replicating VMs to another region with few clicks. Microsoft allows you to turn the VM ON during the disaster recovery or whenever you want to. It helps you saving the running cost of VMs for the DR set up. However, Can Microsoft Turn all the VM On in the secondary region if a region fails? How many of you thought about that scenario?

My concerns around this grew more and more last year during the early covid19 period when utilization peaked to a new height. There were lot cases reported that organizations were unable to create new VMs as Microsoft data centers including Azure region were running out of resources due sudden usage spike across the world. What would happen if thousands of customers in a region wanted to start their VMs in their secondary Azure region which results starting lakhs VMs on the same day.

December 5, 2020December 10, 2020

What makes you a great presenter ? Confidence

Confidence makes you a good presenter. So, what gets you confidence? It is information, the more you know… the more you build the confidence.

Let me write today my story how I developed presentation skills. Now a days I do lot of presentations to clients across the world. It is mostly around technical stuff predominately around Azure which is obvious as I am an Azure Architect. If I look few year back, I used to get nervous about it. Over the time especially after I moved in to DXC Azure team, I have been given lot of opportunity present in front of internal as well as client senior leadership. Initial days I struggled bit as I was in the hands of fear which we can call it as stage fright.

December 2, 2020December 4, 2020

What is Cloud Speed? How Do We Accelerate?

We often hear “We want to achieve Cloud Speed” when we talk about deployment and management of Public Cloud. What does that mean? A VM can be deployed in few minutes in Public Cloud so the question is “why do you take longer time to start managing that?”. It is an interesting question, isn’t it? How many of you deals with such questions on daily basis. As far as I understand, it isn’t easy task for any company or service provider achieve it and sustain that. It require lot of preparation to gain that speed. Because, it is not a just about deployment but also taking care many things starting from monitoring, management, security, billing etc.

Let’s take look at some of the key areas we need to focus. Vrooooomm……

December 2, 2020December 3, 2020

Azure App Service vNET integration – What you need to know..

Azure App Service supports connecting to Application (App) Server and Database (DB) Server hosted in Azure VM or on-premise server using vNET integration that is part of App Service Plan(ASP). You get such scenarios often if you are migrating your applications landscape to Azure from on-premise. You will have different scenarios like shared DBs or may be DB team is not ready yet to DBs to PaaS, or there is no PaaS DB service available for the like of DB2, Oracle database services. App Service vNET integration is a useful feature if you do not chose to go with App Service Environment (ASE).

When you configure the vNET integration, your WebApp will get private IP from the vNET. App Service will be able to communicate with a VM in the vNET or another vNET peered in the same region, or a server on-premises over express route or s2s VPN.

November 29, 2020December 6, 2020

Review of Preview – vNET Peering Support for Azure Bastion

Much awaited, Badly wanted but was missing from long time. It is now Public Preview…Thanks Microsoft for adding it now.

One of the reasons why I was staying away from recommending customers the Azure Bastion primarily because of this missing feature. I think it is the time to change my mind and recommend Azure Bastion as it save lots of dollars now. Because we are moving away from per vNET deployment model to per AAD tenant or as per customer requirement.