The Cloud Engineer’s Playbook - A Podcast by Michael Diogo

A primary database gets a write. Somehow, a replica on the other side of the world has the same data seconds later. Then I learned about Binary Logging and the magic made sense.

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Need a team to migrate workloads to the cloud, secure your infrastructure, automate your processes, and train your team for optimal adoption, email: [email protected] to start your transformation today. Let’s make your operations and workloads more optimize and more secured.

Every great system starts with a solid foundation. Just like constructing a building, the choices you make early in cloud architecture can determine whether your solution stands strong or slowly cracks under pressure.

In this episode, we dive into the reality of architecting workloads in the cloud, where every decision is a trade-off shaped by business context. Do you optimize for cost and sustainability in development environments, or double down on reliability for mission-critical systems? How does performance directly influence revenue in ecommerce? And why are security and operational excellence non-negotiable, no matter the scenario?

We continue to break down the core design principles of the Well-Architected Framework, including:

• The Cost of Building in the Cloud

• Use Serverless architectures when necessary

• Using automation to safely experiment and evolve architectures

• Expenditure usage and awareness

• Letting data not assumptions drive architectural decisions

• Maximize Utilization
• Adopt new, more efficient hardware and software offerings

At the heart of it all are the six pillars: operational excellence, security, reliability, performance efficiency, cost optimization, and sustainability. Neglecting any one of them can undermine everything you’re trying to build. But when they’re thoughtfully balanced, they free you up to focus on what really matters delivering business value and meeting functional requirements.

Need a team to migrate workloads to the cloud, secure your infrastructure, automate your processes, and train your team for optimal adoption, email: [email protected] to start your transformation today. Let’s make your operations and workloads more optimize and more secured.

Every great system starts with a solid foundation. Just like constructing a building, the choices you make early in cloud architecture can determine whether your solution stands strong or slowly cracks under pressure.

In this episode, we dive into the reality of architecting workloads in the cloud, where every decision is a trade-off shaped by business context. Do you optimize for cost and sustainability in development environments, or double down on reliability for mission-critical systems? How does performance directly influence revenue in ecommerce? And why are security and operational excellence non-negotiable, no matter the scenario?

We break down the core design principles of the Well-Architected Framework, including:

• Why guessing capacity is a thing of the past

• How testing at production scale becomes affordable in the cloud

• Using automation to safely experiment and evolve architectures

• Designing systems that grow with your business, not against it

• Letting data not assumptions drive architectural decisions

• Stress-testing your systems through game days before real incidents hit

At the heart of it all are the six pillars: operational excellence, security, reliability, performance efficiency, cost optimization, and sustainability. Neglecting any one of them can undermine everything you’re trying to build. But when they’re thoughtfully balanced, they free you up to focus on what really matters delivering business value and meeting functional requirements.

Need a team to migrate workloads to the cloud, secure your infrastructure, automate your processes, and train your team for optimal adoption, email: [email protected] to start your transformation today. Let’s make your operations and workloads more optimize and more secured.

In networked systems, a rate limiter acts like a traffic controller, managing how often a user or service can make requests. In the world of HTTP APIs, it sets boundaries on how many requests are allowed within a given time frame. Once that limit is reached, any additional requests are automatically blocked. Think of it like setting fair-use rules: a user might only be able to post twice per second, create up to ten accounts in a day from the same IP address, or claim rewards no more than five times in a week from a single device.

Need a team to migrate workloads to the cloud, secure your infrastructure, automate your processes, and train your team for optimal adoption, email: [email protected] to start your transformation today. Let’s make your operations and workloads more optimize and more secured.

Every growing cloud environment reaches a moment where manual operations no longer scale. Patching becomes risky, access needs tightening, and visibility starts to fade.

In this episode, we step into the Cloud Ops command center and explore AWS Systems Manager the service built to bring order, automation, and security to complex infrastructures. From managing fleets of instances to automating routine tasks and enforcing operational best practices, we unpack how cloud engineers regain control and operate at scale with confidence.

Whether you’re running a handful of workloads or thousands of resources across hybrid environments, this deep dive shows how modern teams move from reactive firefighting to proactive cloud operations.

Need a team to migrate workloads to the cloud, secure your infrastructure, automate your processes, and train your team for optimal adoption, email: [email protected] to start your transformation today. Let’s make your operations and workloads more optimize and more secured.

Mastering Amazon S3 is a technical episode for developers, data engineers, IT administrators, and even beginners. We dived deep into S3’s architecture and features, explaining how to build scalable, secure, and cost-efficient storage solutions. We explore Amazon S3’s industry-leading scalability, availability, security, and performance through practical examples and expert interviews. Whether you’re managing data lakes, websites, backups, training ML models or analytics, we cover real-world strategies to optimize S3 for any application.

Topics Covered

• Foundations & Use Cases: Understand S3 buckets, objects, versioning, tables and embeddings. Learn how organizations use S3 for data lakes, static website hosting, mobile apps, backups, and more .

• Security & Compliance: Protect your data with AWS best practices. We cover encryption, IAM and bucket policies, S3 Block Public Access, and other tools to keep buckets private by default and meet compliance requirements.

• Performance Optimization: Discover tips to maximize throughput and minimize latency. From parallel and multipart uploads to edge caching and S3 Transfer Acceleration, see how S3 can handle thousands of requests per second and deliver low-latency data access .

• Cost Management: Explore cost-saving strategies using S3 storage classes and lifecycle policies . Learn how analytics (e.g. S3 Storage Lens and Intelligent Tiering) can track usage patterns and automatically move data to cheaper tiers.

• Real-world Case Studies & Interviews: This episode shows how real S3 challenges in production is solved (reducing costs, improving performance, securing data, etc.).

Need a team to migrate workloads to the cloud, secure your infrastructure, automate your processes, and train your team for optimal adoption, email: [email protected] to start your transformation today. Let’s make your operations and workloads more optimize and more secured.

It’s 2:00 a.m. your phone buzzes. Alerts are flooding in. The production database is down, your main region is unresponsive, and customers are already posting on social media. Panic? Not if you’ve prepared.

In this gripping episode of The Cloud Engineer’s Playbook, Disaster Recovery in the Cloud : where milliseconds matter and preparation separates chaos from control.

We’ll start with the basics: What exactly counts as a disaster? From accidental deletions and server crashes to regional outages and cyberattacks, you’ll learn how to identify and anticipate threats before they take your business offline. Then, we break down how to plan, design, and execute cloud recovery strategies that keep your systems and your sanity intact.

In this episode, you’ll discover:

• The anatomy of a disaster and why it’s not always what you think.

• The difference between high availability, backup, and true disaster recovery.

• How to build a cloud architecture that can survive anything using multi-region deployments, automated failovers, and replication strategies.

• How to measure resilience with RPOs and RTOs, and why those two numbers could save your business.

• The importance of regularly testing and updating your DR plan before disaster tests it for you.

This isn’t just a technical discussion it’s a playbook for survival in the unpredictable world of cloud computing.

Need a team to migrate workloads to the cloud, secure your infrastructure, automate your processes, and train your team for optimal adoption, email: [email protected] to start your transformation today. Let’s make your operations and workloads more optimize and more secured.

Incidents happen.They just do. As our systems grow in scale and complexity, failures are inevitable.  Incidents are also a learning opportunity.

The best way to work through what happened during an incident and capture any lessons learned is by conducting an incident postmortem, also known as a post-incident review. 

An incident postmortem brings people together to discuss the details of an incident: why it happened, its impact, what actions were taken to mitigate it and resolve it, and what should be done to prevent it from happening again.

In this episode we took a deep dive into why it's neccesary and how to implement an incident postmortem.

Need a team to migrate workloads to the cloud, secure your infrastructure, automate your processes, and train your team for optimal adoption, email: [email protected] to start your transformation today. Let’s make your operations and workloads more optimize and more secured.

The farther users are from your servers, the slower their experience with your application. In this episode we explored how caching and CDNs bridge that gap bringing data closer to users, cutting latency, and boosting reliability. We dived into caching strategies, edge delivery, and real-world practices that help developers overcome distance, scale globally, and deliver blazing-fast performance.

Need a team to migrate workloads to the cloud, secure your infrastructure, automate your processes, and train your team for optimal adoption, email: [email protected] to start your transformation today. Let’s make your operations and workloads more optimize and more secured.

Downtime, outages, and unexpected crises can derail any business. This episode, From Chaos to Control: The Incident Management dives into the strategies, tools, and real-world stories that help teams respond faster, reduce impact, and learn from every incident. Insights from IT leaders, SREs, and operations experts on how to turn high-pressure moments into opportunities for resilience, growth, and continuous improvement.

Need a team to migrate workloads to the cloud, secure your infrastructure, automate your processes, and train your team for optimal adoption, email: contact@diogomic.me to start your transformation today. Let’s make your operations and workloads more optimize and more secured.