Articles & Guides

Optimizing AI Coding Assistants for Large Java Applications

Learn how AI Copilot Optimizer cuts token usage and latency for large Java codebases through sanitization, cache reuse, and similarity search.

Learning Java in the AI Era: Shifting from Code Writer to Code Reviewer

A modern Java curriculum for the AI era teaches developers to design contracts, review generated code critically, and verify correctness instead of only writing syntax.

Java Vs Python Guide

A deep technical comparison of Java and Python architecture, memory model, performance, and migration patterns.

AI Corporate Travel Reimbursement System

The AI Corporate Travel Reimbursement System is a full-stack Spring Boot application for managing employee travel reimbursements.

From Traditional Developer to AI Engineer: A Simple Guide to Staying Relevant

A practical guide for traditional software developers to transition into AI engineering by layering AI capabilities onto existing skills and systems.

Splunk Log Analysis MCP Agent with Spring Boot and Ollama

A complete guide on building and configuring a Spring Boot AI application that acts as an MCP Server for Splunk log analysis.

Architecture of the Aigrama Technical Web Blog

A detailed tutorial explaining how the Astro-based Aigrama blog works, including content flow, layouts, deployment, analytics, comments, and domain integrations.

GitHub Copilot Integration Guide

A production-ready training guide for Java, Spring Boot, Spring Batch, Servlets, JSP, MS-SQL, React, and Storybook workflows.

Java Generics Deep Dive: Wildcards, Bounds, and Type Erasure

A comprehensive guide to Java Generics — covering bounded wildcards, PECS principle, type erasure gotchas, and practical patterns for writing reusable, type-safe APIs.

Python Asyncio Patterns: From Callbacks to Structured Concurrency

Learn how to write high-performance async Python code using asyncio — covering coroutines, task groups, async context managers, and real-world HTTP client patterns.

System Design with Mermaid.js: Visualizing Architecture

Learn how to use Mermaid.js diagrams to document distributed system architectures — including sequence diagrams, flowcharts, and ER diagrams — embedded directly in Markdown.