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DZone Frameworks Zone

Recent posts in Frameworks on DZone.com

Rebuilding Elasticsearch Under Load: Unsafe Watermarks and a Sampling Blind Spot

Rebuilding an Elasticsearch index from PostgreSQL sounds simple: Create a new index. Copy the rows that belong in search. Replay anything that ...
Posted on 22 October 2026 | 5:00 pm

Spring AI on Local LLMs

Why Running It Locally The usual reason given is privacy, and it’s a real one. A prompt sent to a local model never leaves the machine, which chang...
Posted on 21 October 2026 | 2:00 pm

Testing Java and Spring Applications With Kotlin: Low-Risk to Adoption

Teams considering or committed to adopting Kotlin often plan a migration as a series of rewrites, swapping Java services for Kotlin counterparts on...
Posted on 20 October 2026 | 2:09 pm

9 Practical Ways to Fix Laravel Performance Issues in Production

A Laravel application can feel instant on a developer laptop and painfully slow after a few months in production. The framework is rarely the real ...
Posted on 15 October 2026 | 5:00 pm

Going All In On the JVM 25 Virtual Threads

The project AngularAndSpring has been refactored from Spring Reactor to Spring blocking APIs using JDK 25 and virtual threads. The Old Architecture...
Posted on 14 October 2026 | 6:00 pm

Kafka With Spring Boot: Introduction

Kafka is a distributed event streaming platform that enables real-time data ingestion, storage, and processing of continuous event streams. To do t...
Posted on 12 October 2026 | 4:00 pm

AWS 7R Migration Strategies: A Decision Framework for Engineering Teams

Most AWS migration projects don't fail because of technical complexity. They fail because teams treat migration as a single activity rather than a ...
Posted on 30 September 2026 | 4:00 pm

Integrating LLMs into iOS Applications With Swift Using ONNX Runtime

Artificial Intelligence has become one of the most influential technologies in modern software development. From chatbots and recommendation system...
Posted on 24 September 2026 | 3:00 pm

SpaceXAI Launches Grok 4.7: Low Prices, Heavy Token Use

Grok 4.7 promises stronger AI coding performance without a higher base price, but heavy token consumption could reduce those savings. SpaceXAI rele...
Posted on 24 September 2026 | 9:14 am

Stop Blaming Executor Memory: The Real Reasons Your Spark Jobs Are Slow

After a decade of building and debugging large-scale data pipelines across financial services, payments processing, and analytics platforms, I can ...
Posted on 18 September 2026 | 1:00 pm

A Practical Framework for Scoping an AI Proof of Concept

Most AI proof-of-concept projects don't break down while they're building. They fall down on scoping, weeks before coding is even written. If the o...
Posted on 14 September 2026 | 2:00 pm

Angular Apps Don’t Need Another Chatbot: Building Agentic UI Workflows With TypeScript

A chatbot can explain data, summarize a screen, or answer questions, yet the application still behaves largely as before: business state lives else...
Posted on 10 September 2026 | 5:00 pm

A Field Guide to AI Agent Frameworks

I have spent most of 2026 writing about agent frameworks on DZone. In MCP vs Skills vs Agents With Scripts, I made the case that these are not comp...
Posted on 10 September 2026 | 2:00 pm

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