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Tag: Technology

From Code to Cloud: Making POCs Production Ready

Infrastructure as Code (IaC) is no longer just a buzzword—it’s the backbone of modern software delivery. Whether you’re launching a startup or running a global enterprise, IaC empowers your team to build, scale, and maintain complex infrastructure with the speed and precision of software engineering. But with so many tools out there, how do you choose the right one for your Azure projects? Therefore, I am discussing Bicep and Terraform as the main tools out there. If you’re new to IaC, imagine transforming hours of tedious portal clicking into a few lines of code—repeatable, version-controlled, and reviewable. That’s the magic…

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Differences Between Microsoft Azure Functions v1 and v2 Matter (for Python)

In today’s digital-first world, cloud computing has become the backbone of modern business operations. By delivering IT services over the internet, the cloud allows organizations to avoid hefty investments in hardware and infrastructure, instead providing on-demand access to scalable resources, advanced analytics, and powerful development tools. This transformation empowers companies of all sizes to innovate faster, manage big data, and adapt to changing market needs with unprecedented flexibility and cost efficiency. Azure Functions play a key role in this landscape by enabling businesses to run event-driven, serverless applications that automatically scale with demand. This means organizations can streamline processes, reduce…

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Understanding Model Context Protocol (with Streamable HTTP)

TL;DR: SSE vs Streamable HTTP What Changed: Old (SSE): Required permanent connections + separate /sse endpoint → connections dropped = lost everything New (Streamable HTTP): Single /message endpoint + optional session IDs → connections drop = automatic recovery Key Improvements: Reliability: Session recovery vs complete restart on disconnect Efficiency: On-demand connections vs always-on connections Compatibility: Works with all web infrastructure vs SSE-unfriendly proxies/firewalls –> Also if you want to know how to secure MCP Server with NGINX + Supergateway + Render, see our Secure MCP article on dev.to Introduction Though the Model Context Protocol (MCP) has been around for a…

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CRISP-DM: Transforming Data into Strategic Business Advantage

Developed in the late 1990s, the Cross-Industry Standard Process for Data Mining (CRISP-DM) remains one of the most enduring frameworks in data science. Despite being over two decades old, I am discussing this methodology here because it continues to serve as the lighthouse guiding enterprises through data transformation, converting raw information into strategic competitive advantages that drive measurable business outcomes. This classic framework has stood the test of time, establishing itself as the gold standard for data science initiatives, with nearly half of data professionals still adopting this framework for their analytics projects today. Its longevity and continued relevance stem…

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Digital Transformation: Setting the Stage for Impact

Digital transformation is the driving force behind sustainable business success in today’s fast-changing world. As I observe organizations striving to stay competitive and relevant, I consistently see three critical realms shaping the path forward: Technology, Employees, and Organization. Each acts as a pillar supporting the ultimate goal—delivering measurable economic and business impact. The Venn diagram above—an adjusted version of Hebing and Stolpe (2020)—serves as a foundational roadmap. It visually demonstrates how these three realms intersect, with Digital Transformation at the center. This framework guides the direction of this blog and all future content, ensuring a holistic approach to the topic.…

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