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This blog post is created for aspiring and/or current AI Consulting Architects who are working closely with the end clients to showcase the need of AI in their organizations. So, as an AI Consulting Architect
Continue readingEnterprises generate enormous volumes of business-critical content across Confluence, Jira, GitHub, SharePoint, Microsoft 365, databases, APIs, and file shares. At the same time, employees, contractors, applications, and service accounts continuously view, download, modify, share, clone,
Continue readingSpec-driven development is having a moment. Two names that keep coming up are Amazon Kiro and the open-source BMAD Method. They solve a similar problem – making AI coding less chaotic – but they are
Continue readingAWS has expanded Amazon ECS with AWS Fargate by introducing support for 32 vCPU tasks with up to 244 GiB memory. While traditional Spring Boot applications may not require this level of compute power, the
Continue readingThis blog is all about AWS RedShift new COPY command “Template” feature announced on March 6th 2026 https://aws.amazon.com/about-aws/whats-new/2026/03/amazon-redshift-reusable-templates-copy/ AWS recently highlighted a game-changing feature in their Big Data blog that fundamentally shifts how enterprise architects
Continue readingOBJECTIVE: This blog post equips Chief Solution Architects in applying foundational economics concepts specifically Positive Economics (fact-based analysis) and Normative Economics (value-based decisions) to make better technology and cloud architecture decisions in digital banking. EXECUTIVE
Continue readingMonitoring agentic tool performance, compliance attribution, and operational insights The Research That Sparked This Architecture A recent paper caught my attention: “AgentSHAP: Interpreting LLM Agent Tool Importance with Monte Carlo Shapley Value Estimation” (arXiv:2512.12597). It
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.
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