Technology strategy, engineering, and AI platform insights.
It feels like almost overnight, Large Language Models went from a niche topic in machine learning research to something your parents are asking about at the dinner table. Whether it is ChatGPT drafting an email, Copilot helping you write code, or a chatbot resolving your query, LLMs have woven thems
If I'm to be perfectly honest, the best way I have found to genuinely understand a technology is to build something end-to-end with it — not a toy example from a tutorial, but a project that forces you to make real architectural decisions and deal with the friction that only surfaces when you integr
If I'm to be perfectly honest, Azure's approach to enterprise-scale cloud architecture is the most prescriptive of the three major cloud providers — and I mean that as a compliment. Where AWS and GCP give you the building blocks and leave you to design the structure, Microsoft has invested heavily i
For those who know me, you will know that I have strong opinions about infrastructure. I have always believed that if you cannot reproduce your entire cloud environment from a single command, you do not truly own it. Over the years I have worked with CloudFormation templates that stretched into thou
It feels like every conversation I have about cloud architecture eventually arrives at the same fundamental question — how do you organise things at scale? Whether you are managing ten projects or ten thousand, the answer is never "just create another project and figure it out later." If you have wo
For those who know me, you will know that I have spent a significant amount of time working with AWS across large enterprise environments. One of the most impactful architectural decisions I have been involved in is the migration from shared AWS accounts to a proper multi-account model. It sounds st
It feels like every conversation in technology today circles back to the same topic — artificial intelligence. Whether it is a startup trying to embed intelligent features into their product or a large enterprise looking to modernise legacy workflows, the push to integrate AI into applications has n
If I'm to be perfectly honest, the pace at which artificial intelligence is evolving is nothing short of remarkable. Just a few years ago we were impressed by chatbots that could hold a basic conversation. Today we are witnessing the emergence of AI agents, autonomous systems that can reason through
Every organisation I speak to wants the same thing: harness the power of Large Language Models against their own proprietary data. They want employees asking natural-language questions about internal policies, customers receiving accurate answers grounded in product documentation, and analysts summa
For those who know me, you will know that I have spent a great deal of time thinking about the intersection of technology and leadership. The rapid adoption of AI across every industry has been nothing short of extraordinary. From automating routine tasks to driving strategic decision-making, AI is
For those who know me, you will know that I have always been fascinated by the intersection of cloud computing and real-world problem-solving. Over recent years, one of the most exciting shifts I have witnessed is the movement of artificial intelligence away from centralised data centres and closer
For those who know me, you will know that I am always looking for ways to work smarter and more effectively with the tools at our disposal. Over the past couple of years, large language models (LLMs) have fundamentally changed how we interact with technology — from writing code to analysing document
For those who know me, you will know that I have always believed technology transformation is fundamentally a people challenge, not a technology one. I have seen firsthand how organisations with average technology but exceptional culture outperform those with cutting-edge tools but poor alignment. T
For those who know me, you will know that I am passionate about helping teams make informed architectural decisions — the kind that balance capability, cost, and long-term maintainability. One of the most consequential decisions organisations face in their AI journey today is this: should we use a f
For those who know me, you will know that I have always been passionate about developer experience and the tools that make engineering teams more productive. Throughout my career, I have seen paradigm shifts — from manual deployments to CI/CD, from monoliths to microservices, from on-premises to clo
Welcome to the deep dive series! In this comprehensive exploration, we will immerse ourselves in the intricacies of building real-time computer vision platforms — unravelling how video streams are ingested, how GPU-accelerated models perform inference at scale, how detection events flow through stre
Welcome to the deep dive series! In this comprehensive exploration, we will immerse ourselves in the intricacies of Identity and Access Management across the major cloud providers — unravelling how principals are authenticated, how policies govern authorisation decisions, how cross-account trust is
Welcome to the "Data Mesh Deep Dive" series! In this comprehensive exploration, we will immerse ourselves in one of the most significant paradigm shifts in how organisations think about data architecture. Data mesh challenges the deeply entrenched assumption that data must be owned, managed, and ser
Welcome to the deep dive series! In this comprehensive exploration, we will immerse ourselves in the intricacies of identity in microservices — unravelling how we authenticate, authorise, and propagate trust across dozens or even hundreds of independently deployed services. Whether you are a backend
Welcome to the deep dive series! In this comprehensive exploration, we will immerse ourselves in the intricacies of API Authentication and Authorisation, unravelling the mechanisms that keep our APIs secure in a world where machine-to-machine and user-to-API communication is the backbone of modern s
Welcome to the deep dive series! In this comprehensive exploration, we will immerse ourselves in the intricacies of passwordless authentication — unravelling why passwords have become the weakest link in our security chains, how passkeys and WebAuthn are redefining identity verification, how magic l
Welcome to the deep dive series! In this comprehensive exploration, we will immerse ourselves in the world of serverless computing and event-driven architecture at scale. Serverless has fundamentally changed how we build and operate software — shifting our focus from managing infrastructure to deliv
Welcome to the deep dive series! In this comprehensive exploration, we will immerse ourselves in the world of Identity Governance and Administration (IGA) — the discipline of managing who has access to what, why they have it, and ensuring that access remains appropriate over time. Whether you are a
Welcome to the "AI-Powered Cloud Security Deep Dive" series! In this comprehensive exploration, we will immerse ourselves in the rapidly evolving world of artificial intelligence and machine learning as applied to cloud security. The traditional approach of writing static rules and waiting for known
Welcome to the deep dive series! In this comprehensive exploration, we will immerse ourselves in the intricacies of Zero Trust Identity — the practice of treating identity as the primary security perimeter, replacing implicit trust with continuous verification of every user, device, and session. Whe
Welcome to the deep dive series! In this comprehensive exploration, we will immerse ourselves in the intricacies of Multi-Factor Authentication (MFA), unravelling its foundational principles, authentication factors, technical implementation patterns, and real-world deployment architectures across mo
Welcome to the deep dive series! In this comprehensive exploration, we will immerse ourselves in the intricacies of JSON Web Tokens (JWT), unravelling their structure, signing mechanisms, validation flows, and the security considerations that every engineer must understand when building modern authe
Welcome to the "Deep Dive" series! In this comprehensive exploration, we will immerse ourselves in the world of Platform Engineering — a discipline that has rapidly emerged as the next evolution beyond DevOps. As organisations scale their engineering teams and adopt cloud-native technologies, the co
Welcome to the deep dive series! In this comprehensive exploration, we will immerse ourselves in the intricacies of SAML (Security Assertion Markup Language) and enterprise federation — unravelling how organisations establish trust across security boundaries, how identity providers and service provi
Welcome to the deep dive series! In this comprehensive exploration, we will immerse ourselves in the intricacies of OAuth 2.0 and OpenID Connect (OIDC), unravelling how modern applications handle authorisation and identity without ever touching a user's password. Whether you are a backend engineer i
Welcome to the "Deep Dive" series! In this comprehensive exploration, we will immerse ourselves in the world of vector databases and embeddings — the foundational technology powering modern AI search, recommendation systems, and Retrieval Augmented Generation (RAG). Whether you are an experienced en
Welcome to the deep dive series! In this comprehensive exploration, we will immerse ourselves in the intricacies of multi-cloud networking, unravelling its inner workings to shed light on one of the most complex challenges facing modern organisations. Whether you're a cloud architect designing cross
Welcome to the deep dive series! In this comprehensive exploration, we will immerse ourselves in the intricacies of MLOps (Machine Learning Operations), unravelling its inner workings to shed light on the discipline of operationalising machine learning at scale. Whether you are a data scientist look
Welcome to the deep dive series! In this comprehensive exploration, we will immerse ourselves in the intricacies of Kubernetes cost optimisation, unraveling the strategies, tools, and architectural patterns that enable organisations to dramatically reduce their cloud spend without sacrificing perfor
Welcome to the deep dive series! In this comprehensive exploration, we will immerse ourselves in the intricacies of Infrastructure as Code (IaC), unravelling its evolution, tooling, patterns, and the operational challenges that emerge when you move beyond a handful of resources to managing hundreds
Welcome to the deep dive series! In this comprehensive exploration, we will immerse ourselves in the intricacies of Zero Trust Architecture (ZTA), unravelling its core principles, technical components, and real-world implementation across major cloud providers. Whether you are a security engineer ha
In today's digital age, managing digital identities efficiently and securely has become a cornerstone for any online platform. Among the various strategies to upgrade or shift digital identity management systems, two approaches stand out: Eager Migration and Lazy Migration, each with its unique adva
In the digital landscape, maintaining a secure and reliable online presence is paramount. Two key components that play a vital role in achieving this are DNS (Domain Name System) and certificate management. Understanding how these elements work is crucial for safeguarding the safety and integrity of
Leadership comes in many styles. Some good, and some well, let's just say not so good. I would like to focus on this topic, by exploring leadership in an open format, and hopefully along the way, help inspire and influence those already in a position of leadership, as well as help shape those future
Working with multiple cloud providers can be a complex endeavor, and one of the unexpected challenges is keeping track of service names and their equivalents across different platforms. However, fret not, for we have a solution that can simplify your multicloud journey. In this article, we present h
The Open Group Architecture Framework (TOGAF) is an enterprise architecture methodology that offers a high-level framework for enterprise software development. The TOGAF certification is helpful for developing broad knowledge in the area of Enterprise Architecture, as the TOGAF Standard covers a wid
For those who know me, it's no secret that cloud certification is a passion close to my heart. As I've witnessed numerous individuals undertaking their own certification journeys, I've come to realize that each story is deeply personal and incredibly diverse. Motivations differ, aspirations vary, an
Working in the IT industry, many of my friends and family approach me when it comes to anything "computer" related, due to them having very little knowledge about IT in general with one of the most mysterious topics for them being the Cloud. They often hear terms like, "it is in the cloud", or they
Today we operate in an environment where cybersecurity attacks, damages, ransom and other scary activities occur often and can absolutely cripple a business of all sizes from start-up to enterprise. No matter your background into cloud computing, I think this certification is a MUST in the AWS certi
2020 has been a challenging year for many people and many reasons. However, if we focus in on the cloud and cloud training, it has been a noteworthy year. Many cloud training providers have provided free content to help those that have been impacted due to COVID-19. While others have simply provided
In my journey of acquiring certifications, I have been introduced too many different and fantastic study materials. These study materials have not only helped me in acquiring my certifications, but they have also helped me to cement the knowledge that I have acquired and to be able to confidently ap
Microsoft's Cloud Azure is one of the large cloud providers that has now been around for quite a few years, and with good reason, Microsoft has always been a big player when it comes to computing and software and it is only natural that they also participate and play an important role as a cloud pro
Before we embark on the compelling journey of why every cloud provider needs a Cloud Development Kit (CDK), let's take a moment to recognize the vast array of services, tooling, and frameworks available to support the provisioning of cloud infrastructure. As professionals in the realm of Cloud Infra
Want to understand what to consider when choosing Event Streaming and Messaging for your Architecture? They both are heavily used when it comes to Architecture, they are fantastic ways to manage the interactions, communication and behaviour between your services or systems and often there is not a o
In the realm of cloud computing, one aspect that excites us all is the potential for cost savings. The allure of achieving remarkable benefits with minimal effort is undeniable. With the abundance of cloud providers available, hosting solutions in the cloud not only offers unparalleled flexibility,