Sharing knowledge, Information, Experiences & Views
Below is a content-ready adaptation of your material for a healthcare organization building an AWS-native, customer-facing disability claims chatbot. I interpreted “relative conversations” as relevant, context-aware, multi-turn conversations based on the authenticated customer, claim, prior
Continue readingThis 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 readingAI coding assistants have fundamentally changed how we write code. They autocomplete code, explain APIs, generate tests, and even help fix bugs. But here’s the reality. Software engineering is much more than writing code. Every
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 readingAWS infrastructure management with GitHub Copilot Instructions Objective AWS infrastructure management for a Merchant Banking Customer Onboarding Platform becomes effortless with GitHub Copilot Instructions in IntelliJ IDEA, VS Code, or PyCharm. This newsletter shows how
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
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