AI Learnings

AWSJavaModel Context Protocol (MCP)RAGCareer & EducationGitHub CopilotAWS Bedrock AgentCoreReactive ProgrammingIT BudgetBlocking ThreadBlueprint ApproachSpring BootAI LearningsNon Blocking ThreadStrategyEnterprise Architecture
AI LearningsAI Learnings
Google ADK Agentic Solution: How I Published a Blog Post Using Agents

Google ADK Agentic Solution: How I Published a Blog Post Using Agents

A Google ADK multi-agent app used to research

Dr. Aruna Kishore Veleti
Dr. Aruna Kishore Veleti
AI LearningsAI Learnings
+1+1
Becoming an AI Consulting Architect: What Is "Value Proposition" & "Business Impact" Differences

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
AI LearningsAI Learnings
Becoming AI Consulting Architect - What is Inference & Reasoning fundamentally

Becoming AI Consulting Architect - What is Inference & Reasoning fundamentally

Understanding First Principles ( Knowledge ≠ reasoning )

Dr. Aruna Kishore Veleti
Dr. Aruna Kishore Veleti
GitHub CopilotGitHub Copilot
+1+1
How I use Copilot CLI to build Shopify apps on Azure

How I use Copilot CLI to build Shopify apps on Azure

A hands-on workflow using plans, skills, sub-agents, /fleet, MCP, code generation, and independent review

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

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

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

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

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

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

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?

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

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