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Introduction Frameworks are not just diagrams on slides. In real projects, they are practical guides that shape how systems are designed, integrated, and scaled under real-world constraints. Over the years, I’ve worked across domains like
Continue readingA practitioner’s catalog of cloud, integration, data, AI, DevOps, and business alignment frameworks, built from experience in FOREX, healthcare, banking, lending, manufacturing, and customer onboarding. Introduction Enterprise Architecture is often explained with reference models and
Continue reading1. Purpose of an ARB The Architecture Review Board (ARB) is a forum to make sure big technology decisions are not made in isolation. The goal is simple: Consistency – avoid building the same thing
Continue readingIntroduction Firstly, for this blog post I have taken the header text of AWS EC2 documentation from https://docs.aws.amazon.com/ec2/ and the text is Amazon Elastic Compute Cloud Documentation Amazon Elastic Compute Cloud (Amazon EC2) is a
Continue readingKubernetes-Native AI Agents Business Context As DevOps ecosystems mature around Kubernetes, they inherit the complexities of distributed systems, CI/CD, monitoring, and rollback orchestration. Despite robust tooling, human intervention remains central to many workflows. Agentic AI
Continue readingIntroduction A behind-the-scenes look at how internal FOREX trading teams can use large language models (LLMs) to answer questions about customer onboarding, trades, and currency risk — served in real time using VLLM and AWS.
Continue readingYou as a AI developer using LLMs, following are the LLM techniques you should be familiar with. Chain of Thought Prompting Technique Few Shot Prompting Techique Self-Consistency Chain of Thought Prompting Technique” You are asking
Continue readingE-commerce product configurators can be built in Drupal — but whether Drupal is the right tool depends on the complexity, performance needs, and interactivity of the configurator. Below is a detailed breakdown of why Drupal
Continue readingWhy would someone use Drupal instead of developing it using React or Angular ? 1. Drupal: Full-Stack CMS Drupal is a monolithic content management system (CMS) written in PHP, offering a tightly integrated backend and
Continue readingReliability in software systems isn’t just about preventing failures. It’s about minimizing the damage when failures inevitably occur. One of the most important concepts in this domain is the blast radius. Blast Radius is a
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