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AWSJavaModel Context Protocol (MCP)RAGCareer & EducationGitHub CopilotAWS Bedrock AgentCoreReactive ProgrammingIT BudgetBlocking ThreadBlueprint ApproachSpring BootAI LearningsNon Blocking ThreadStrategyEnterprise Architecture
AI LearningsAI Learnings
+1+1
Becoming an AI Consulting Architect: What Is "Value Proposition" & "Business Impact" Differences
Aug 14, 2026

Becoming an AI Consulting Architect: What Is "Value Proposition" & "Business Impact" Differences

Understanding the First Principles - One you can add up. The other is what actually gets funded.

Dr. Aruna Kishore Veleti
Dr. Aruna Kishore Veleti
AWSAWS
+4+4
AWS AI Architecture for Enterprise Content Compliance Alerting and Reporting
Aug 11, 2026

AWS AI Architecture for Enterprise Content Compliance Alerting and Reporting

Enterprise content is everywhere - Confluence, Jira, GitHub, SharePoint, Microsoft 365, databases, APIs, and file shares.

Dr. Aruna Kishore Veleti
Dr. Aruna Kishore Veleti
AI LearningsAI Learnings
+1+1
Consulting Architect - Building AI Platform - How Critical To Understand Business Vertical and Horizontal Needs
Aug 10, 2026

Consulting Architect - Building AI Platform - How Critical To Understand Business Vertical and Horizontal Needs

Enterprise AI platform architecture starts with understanding the business.

Dr. Aruna Kishore Veleti
Dr. Aruna Kishore Veleti
JavaJava
+3+3
Are We Giving AI Better Code - or Better Requirements? Specification Driven Software Development
Aug 05, 2026

Are We Giving AI Better Code - or Better Requirements? Specification Driven Software Development

Exploring how Spec-Driven Development can bring structure, traceability, and human judgment to AI-assisted software engineering

Dr. Aruna Kishore Veleti
Dr. Aruna Kishore Veleti
AI LearningsAI Learnings
+1+1
How to Pick the Right Size Model to Fine-Tune on the Machine You Already Own
Aug 04, 2026

How to Pick the Right Size Model to Fine-Tune on the Machine You Already Own

Your machine picks the AI you can teach, not you. No new hardware, no jargon.

Dr. Aruna Kishore Veleti
Dr. Aruna Kishore Veleti
AI LearningsAI Learnings
+1+1
Instruct, 4-bit, and safetensors: Choosing a Model Copy to Download for Fine-Tuning
Aug 03, 2026

Instruct, 4-bit, and safetensors: Choosing a Model Copy to Download for Fine-Tuning

Three questions decide which Model copy you download from Model providers (Hugging Face, AWS Bedrock and more)

Dr. Aruna Kishore Veleti
Dr. Aruna Kishore Veleti
Career & EducationCareer & Education
+2+2
Software Engineers: Your Work Laptop Needs Local AI Agents
Jul 20, 2026

Software Engineers: Your Work Laptop Needs Local AI Agents

What if your work laptop had a team of Local AI Agents that understood your engineering context

Dr. Aruna Kishore Veleti
Dr. Aruna Kishore Veleti
AWSAWS
+3+3
Spec-driven AI Software Development: Kiro or BMAD?
Jul 19, 2026

Spec-driven AI Software Development: Kiro or BMAD?

AI coding assistants are great at typing. They’re less great at knowing what to type.

Dr. Aruna Kishore Veleti
Dr. Aruna Kishore Veleti
Blueprint ApproachBlueprint Approach
+3+3
Enterprise Architect Thinking: Strategies for Guiding Teams to Build MCP Servers for Their Products
Jul 18, 2026

Enterprise Architect Thinking: Strategies for Guiding Teams to Build MCP Servers for Their Products

The teams build the servers. You build the conditions in which good servers are the natural outcome. That is Enterprise Architect thinking.

Dr. Aruna Kishore Veleti
Dr. Aruna Kishore Veleti
Career & EducationCareer & Education
+3+3
What Product-Centric Enterprise Architecture (EA) Really Means?
Jul 17, 2026

What Product-Centric Enterprise Architecture (EA) Really Means?

You as EA, Stop Reviewing. Start Paving

Dr. Aruna Kishore Veleti
Dr. Aruna Kishore Veleti
Career & EducationCareer & Education
+1+1
Stop Using One AI: The 9-Step Power Grid to Rule Your Workweek
Jun 21, 2026

Stop Using One AI: The 9-Step Power Grid to Rule Your Workweek

Dr. Aruna Kishore Veleti
Dr. Aruna Kishore Veleti
RAGRAG
+5+5
Kishore's AI-SDLC Experiences: From Backlog Refinement to Implementation Readiness
Jun 10, 2026

Kishore's AI-SDLC Experiences: From Backlog Refinement to Implementation Readiness

Vision: Use AI-SDLC Mob Programming playbooks for implementation-ready outcomes

Dr. Aruna Kishore Veleti
Dr. Aruna Kishore Veleti
Exploring and simplifying enterprise architecture, AI, cloud, blockchain, and quantum tech - with hands-on coding for modern thinkers.

Technology Illumination

Exploring and simplifying enterprise architecture, AI, cloud, blockchain, and quantum tech - with hands-on coding for modern thinkers.

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