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DZone Frameworks Zone

Recent posts in Frameworks on DZone.com

A Principled Framework for Scalable Experimentation and Reliable A/B Testing

If you’ve ever shipped a feature and thought, “Did we actually make things better?”, you’re not alone. A/B testing is supposed to be our scientific...
Posted on 25 December 2025 | 6:00 pm

Unlocking the Power of Reflection in Mobile Development

This article explores the concept of reflection in software development, with a particular focus on mobile platforms like iOS (Swift) and Android (...
Posted on 24 December 2025 | 8:00 pm

Pandera: The Open-Source Framework for Data Validation

Pandera is an open-source library for validating DataFrame-like objects (such as pandas, Polars, and Dask) by defining schemas that specify column ...
Posted on 22 December 2025 | 4:00 pm

Agile Manifesto: The Reformation That Became the Church

TL, DR: The Reformation That Became the Church The Agile Manifesto followed Luther’s Reformation arc: radical simplicity hardened into scaling fram...
Posted on 18 December 2025 | 2:00 pm

A Diagnostic Framework for Investigating Model Performance Degradation in Production

Your production model’s accuracy was 90% during launch. Six weeks later, user complaints and evaluations indicate an accuracy of 70%. What to do?  ...
Posted on 11 December 2025 | 4:00 pm

Why Traditional QA Fails for Generative AI in Tech Support

The rapid advancement of generative AI (GenAI) has created unprecedented opportunities to transform technical support operations. However, it has...
Posted on 4 December 2025 | 8:00 pm

AI-Powered Data Integrity for ECC to S/4HANA Migrations

Abstract Migrating millions of data after the extraction, transformation, and loading (ETL) process from SAP ECC to S/4HANA is one of the most comp...
Posted on 4 December 2025 | 7:00 pm

Encapsulation Without "private": A Case for Interface-Based Design

Introduction: Rethinking access control Encapsulation is one of the core pillars of object-oriented programming. It is commonly introduced using ac...
Posted on 4 December 2025 | 1:00 pm

From Chaos to Clarity: Building a Data Quality Framework That Actually Works

The dream of a "data-driven" organization is common to all of them. However, the reality across a wide range of business sectors is that the situat...
Posted on 1 December 2025 | 2:00 pm

Revamping Real-Time Data Ingestion for Scalable Media Intelligence

In the era of 24/7 media and constant digital noise, the ability to process and act on real-time information is crucial. For any system designed to...
Posted on 25 November 2025 | 6:00 pm

Building a Retrieval-Augmented Generation (RAG) System in Java With Spring AI, Vertex AI, and BigQuery

Retrieval-augmented generation (RAG) is quickly becoming one of the most powerful design patterns for AI applications. It bridges the gap between g...
Posted on 24 November 2025 | 6:30 pm

Creating an MCP Client With Spring AI

MCP servers extend the functionality of a large language model (LLM). Inference engines allow you to define the MCP servers, but often you will nee...
Posted on 24 November 2025 | 5:30 pm

Why the MITRE ATT&CK Framework Actually Works

The alert goes off at 2:17 p.m. You count yourself lucky that this one’s in the afternoon, not morning. You drop what you’re doing, open the consol...
Posted on 21 November 2025 | 9:00 pm

Advanced Usage of Decodable in Swift: Handling Dynamic Keys

When your backend sends responses that don't follow a consistent structure, Swift's Decodable system can begin to reveal its limitations. It expect...
Posted on 20 November 2025 | 7:00 pm

Beyond the Vibe: Why AI Coding Workflows Need a Framework

For decades, software development has been a story of evolving methodologies. We moved from the rigid assembly line of Waterfall to the collaborati...
Posted on 17 November 2025 | 8:00 pm

Data-Driven Enterprise Apps: How Laravel Simplifies Analytics Integration

Data has become the very foundation of modern digital systems; it is the very essence of decision-making, innovation, and, ultimately, growth in th...
Posted on 14 November 2025 | 12:00 pm

Compose Architecture, Done Right: MVI’s Unidirectional State vs. MVVM

Why MVVM Feels Clunky With Compose MVVM grew up with XML and two-way data binding. Compose flipped the model: the UI is a function of state. That m...
Posted on 12 November 2025 | 6:00 pm

Creating an MCP Server With Spring AI

In this blog, you will learn how to create a Model Context Protocol (MCP) server using Spring AI. You will see how little effort it takes to create...
Posted on 11 November 2025 | 3:00 pm

Laravel + Next.js Integration Guide (Real-World Setup, 2025)

The goal is simple: build a secure app that uses SSR or SSG for SEO, CSRF-safe session cookies, clear CORS rules, and a smooth deploy to Vercel plu...
Posted on 7 November 2025 | 2:00 pm

AI-Assisted Software Engineering With OOPS, SOLID Principles, and Documentation

Top-down and bottom-up approaches are two problem-solving approaches to divide and conquer a problem. What Is the Top-Down Approach? Take any probl...
Posted on 5 November 2025 | 12:00 pm