Build a Multi-Agent AI Planner Using Spring Boot, Java & Spring AI
Learn How to Build an LLM-Based Planner Agent That Orchestrates Multiple AI Agents Artificial Intelligence is rapidly evolving from simple chatbots to Agentic AI systems capable of reasoning, planning, and executing complex tasks. Instead of asking a…
Chapter 3: Extend Your AI Agent with the Model Context Protocol (MCP)
At this point, our AI agent has become much more capable. It can: However, it still has one important limitation. It cannot interact with external systems. For example, consider the following requests: All of this information exists outside the LLM—in…
Chapter 2- Giving Your AI Agent a Personality and Memory with Spring AI
Give Your Agent a Personality A language model responds differently depending on the instructions it receives. Instead of allowing the model to answer every question generically, we can define its role using a System Prompt. A system prompt acts like a…
From Physical Servers to Kubernetes: The Complete Evolution of Application Networking (Explained with real example – TravelCity)
If you’ve ever tried to jump straight into Docker or Kubernetes without understanding why they exist, you’ve probably felt lost. Terms like Pods, Services, Ingress Controllers, and Load Balancers start to feel like buzzwords instead of…
Service Discovery in Microservices: From Eureka to Kubernetes
In a microservices architecture, applications are split into multiple independent services. For example, an e-commerce application may consist of the following services: These services frequently communicate with each other. For example: Whenever the…
How Service Discovery Works in Kubernetes ?
In Kubernetes, service discovery is the mechanism that allows pods to find and communicate with other applications without needing to know their IP addresses. The Problem Pods are ephemeral: If applications connected directly to pod IPs, communication…
Designing Netflix: Step-by-Step System Design Interview Guide
This is a classic large-scale distributed system interview problem. The goal is to design a video streaming platform that supports millions of users with high availability, low latency, and global scalability. 1. Clarify Requirements Start by asking…
Web Application Architecture in AWS (Amazon)
High level architecture More detailed architecture On-Prem vs AWS Architecture Mapping Your original architecture was: AWS Equivalent Architecture Service Mapping Table On-Prem AWS Equivalent F5 ASM AWS WAF F5 LTM Application Load Balancer (ALB)…
Advance on-prem web application architecture
On-Prem Enterprise Kubernetes Architecture Diagram: Traffic Flow External API Consumer Flow Internal Service Communication This is a realistic enterprise on-prem architecture suitable for banks, insurance, retail, telecom, and large-scale Java/Spring…
Web Application- Azure Cloud Architecture – Detailed Component Breakdown & NFR Mapping
High Level Architecture End-to-End Flow 1. User Layer Mobile & Desktop Users Users access Product and Order applications through browsers or mobile applications. Responsibilities NFR Coverage NFR Benefit Usability Responsive user experience…