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DZone Frameworks Zone

Recent posts in Frameworks on DZone.com

The Startup Time Trick Hiding Inside Your Docker Build

Every Java developer who runs services on Kubernetes has watched this scene play out. Traffic spikes, the autoscaler adds a pod, and then everyone ...
Posted on 3 September 2026 | 6:00 pm

Stop Hardcoding Database Checks: Building a Metadata-Driven Data Quality Framework

In high-volume data platforms, hardcoding validation logic into individual processing pipelines creates significant operational drag. As an enterpr...
Posted on 1 September 2026 | 3:00 pm

Pure Headless vs Hybrid Headless CMS: A Practical Decision Framework

Headless CMS architecture solved a real development problem. It separated content from presentation, gave frontend teams control over frameworks an...
Posted on 26 August 2026 | 4:00 pm

Understanding RabbitMQ Exchange Types in Spring Boot

In this blog, you will take a closer look at the different exchange types that can be used in RabbitMQ. All are demonstrated by means of examples...
Posted on 26 August 2026 | 1:00 pm

Containerizing Spark and Lakehouse Development with Docker

Most Docker content targets web developers shipping stateless services. However, data engineers, who represent a huge and growing population of Doc...
Posted on 25 August 2026 | 7:00 pm

Demystifying Thread Hopping With Swift 6.2

Ever since Swift Concurrency was introduced, its main mission has been clear: keep memory safe without making us write callback hell. But if we’re ...
Posted on 25 August 2026 | 2:00 pm

Cutting AI Token Costs With MgntUtils Stack Trace Filtering

A live production integration case study. Introduction and Purpose of This Article This article is written for mid- and high-level managerial and t...
Posted on 24 August 2026 | 2:00 pm

Stop Hand-Rolling Chat UIs: Streaming LLM Tokens Into React Native Without the Jank

A chat screen looks like a weekend project: a list of bubbles and a text input pinned to the bottom. In React Native, it is one of the hardest thin...
Posted on 20 August 2026 | 6:00 pm

Benchmark LangGraph, Strands, OpenAI Agents, and Google ADK on the Same Agent Graph

Agent framework debates are mostly vibes. One engineer swears LangGraph is faster, another prefers the OpenAI Agents SDK, someone wants Google ADK ...
Posted on 13 August 2026 | 4:00 pm

A Framework-Agnostic Approach to SSR for Microfrontends

On one of our projects, we were building microfrontends, and at some point we wanted to add SSR. The reasons were the usual ones: better first pain...
Posted on 11 August 2026 | 1:00 pm

A Zero-Trust Implementation Framework for Cloud Migrations: Lessons From Enterprise Deployments

Cloud migration projects almost always treat security as a downstream concern something to bolt on after workloads have already moved, once the “re...
Posted on 7 August 2026 | 1:00 pm

TensorFlow vs PyTorch: The Real Difference Isn’t Accuracy

A few days ago, I set out to build a simple image classification model using convolutional neural networks (CNNs). The task itself wasn’t particula...
Posted on 5 August 2026 | 5:00 pm

Rethinking Java Design Patterns: From OOP to FP

The functional programming answer, to those who wonder how to integrate or combine it with object-oriented programming, is usually: Turtles all the...
Posted on 4 August 2026 | 12:00 pm

The Tectonic AI Platform: A Framework for Taming App Sprawl and Data Fragmentation

If you have spent any time inside a mid-to-large organization that has embraced AI-assisted development, you've probably seen the pattern already. ...
Posted on 3 August 2026 | 5:00 pm

How to Break Up Swift Concurrency

Need to perform asynchronous operations and support multitasking in your app? Async/await is at your service — simple and elegant. The cooperative ...
Posted on 3 August 2026 | 1:00 pm

FastAPI + Django in Production: Lessons From a Hybrid Stack

Picture the scene: One of the services in your backend is a mature Django app that no one has the resources, time, or, frankly, the will to rewrite...
Posted on 31 July 2026 | 6:00 pm

Deploying a Spring Boot Microservice on AWS Fargate: Lessons From the Outage That Forced Me to Get It Right

My first attempt to deploy a Spring Boot microservice on AWS Fargate didn’t fail loudly. It failed quietly — in a loop. ECS kept launching tasks, t...
Posted on 31 July 2026 | 3:00 pm

Spark Performance Deep Dive on Databricks: Shuffle Tuning, Skew Handling, and Z-Ordering With Delta Lake + Unity Catalog

The Problem With "Just Add More Workers" Most Spark performance issues on Databricks aren't solved by scaling the cluster — they're caused by shuff...
Posted on 31 July 2026 | 2:00 pm

Retrieval Augmented Generation With Spring AI 2.0, Claude, and PGvector

Language models become much more useful when they can answer questions about information they were never trained on, including your internal docume...
Posted on 31 July 2026 | 12:00 pm

This One Spring Data JPA Pattern Cleaned Up to 3 Years of Repository Debt

If you've spent more than a year building enterprise Java apps, you've probably felt this specific kind of pain: a product manager asks for a new s...
Posted on 29 July 2026 | 6:00 pm