Decorators are one of Python’s most powerful features—and also one of the most commonly asked topics in Python interviews. Whether you’re learning Python for the first time, preparing for a FastAPI or Django interview, or trying to understand how frameworks like Flask and FastAPI work internally, decorators are an essential concept to master. You have … Read more
Top Generative AI Interview Questions and Answers. Generative AI is no longer a research curiosity — it is reshaping every layer of the software industry, from how applications are built to how companies make decisions. As a result, the bar for GenAI roles has risen sharply, and interviewers are now probing far beyond surface-level familiarity … Read more
A new open-weights model just dropped and it’s turning heads. MiniMax M3, released on June 1, 2026, by the Shanghai-based AI lab MiniMax, is being positioned as a direct competitor to closed-source heavyweights like GPT-5.5 and Claude Opus 4.8—except you can run it yourself, and you can access it for free through Ollama’s cloud API. We … Read more
If you’re a Java developer who has been watching the AI wave and wondering “how do I plug my Spring Boot app into an LLM like Claude or ChatGPT?” — Model Context Protocol (MCP) is the answer you’ve been waiting for. In this guide, you’ll build a fully working MCP Server using Spring Boot 3 … Read more
The Singleton design pattern sounds simple — “one instance, one class.” But if an interviewer gives you five minutes and a whiteboard, the real depth reveals itself fast. Thread safety, memory model guarantees, reflection attacks, serialization loopholes, classloader edge cases, and how Spring quietly replaces the whole thing. This guide covers everything a senior Java … Read more
Published May 2, 2026 | Tags: Claude Code, Gemma 4, Google AI, Developer Tools, Open Source What if you could harness the full power of Claude Code — Anthropic’s agentic coding assistant — but swap out the underlying model for Google’s open Gemma 4 or any Gemini model, completely free? Thanks to an elegant open-source … Read more
Series: GenAI with Java | Post 2 of 21 If you are a Java developer who wants to start building AI-powered applications using Google Gemini, you are in the right place. In this tutorial, we will set up the Google GenAI Java SDK, connect to the Gemini API, and make our first AI call — … Read more
Note: – 2026-04-15: Qwen OAuth free tier has been discontinued. To continue using Qwen Code, switch to Alibaba Cloud Coding Plan, OpenRouter, Fireworks AI, or bring your own API key. Run qwen auth to configure. As AI-assisted software development rapidly evolves, developers are shifting away from browser-based chatbots and moving toward tools that live directly … Read more
If you are looking for a practical way to use Gemma 4 in Java, this project is a strong place to begin. It shows how to connect a Java application to a powerful generative AI model, keep conversation history, stream responses in real time, and build a modern chatbot experience—without heavy frameworks. This guide is … Read more
Google DeepMind has officially unveiled Gemma 4, the latest and most capable generation of its open-weights AI model family. Built on the same research and technology powering Google’s proprietary Gemini 3 series, Gemma 4 represents a significant leap forward — delivering frontier-level intelligence to devices ranging from smartphones and Raspberry Pis all the way to … Read more
