Frameworks Resources

Beyond a Single AI Assistant: Creating a Team Chat App Using Spring Boot and LangChain4j

Learn how to create a team chat application using Spring Boot and LangChain4j, featuring two AI assistants that communicate both with you and with each other.

October 6, 2025

by Tamas Kiss

· 970 Views

AI Infrastructure Guide: Tools, Frameworks, and Architecture Flows

This guide covers AI infrastructure, from hardware acceleration and model serving to monitoring and security, with tools, patterns, and strategies proven in production.

October 2, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 4,204 Views · 6 Likes

Patterns for Building Production-Ready Multi-Agent Systems

Use a team of specialized AI agents to tackle complex tasks and scale more easily compared to a single generalist model.

October 1, 2025

by Sushant Mehta

· 3,144 Views

How Laravel Developers Handle Database Migrations Without Downtime

Laravel developers use smart methods to run database updates without downtime, ensuring smooth app performance and safe data changes.

October 1, 2025

by Arun Goyal

· 2,827 Views · 1 Like

Building Regulated AI Systems at Scale: Frameworks for Effective Governance

Learn how to architect AI for regulated environments with built-in governance, monitoring, and compliance — without slowing down innovation.

October 1, 2025

by Phanindra Reddy Madduru

· 2,339 Views · 1 Like

Caching Mechanisms Using Spring Boot With Redis or AWS ElastiCache

From database bottlenecks to lightning-fast APIs, improve your app’s performance by implementing caching in Spring Boot with Redis and ElastiCache for microservices.

September 30, 2025

by Damodhara Reddy Palavali

· 7,814 Views · 3 Likes

Integrating AI Into Test Automation Frameworks With the ChatGPT API

Learn how integrating AI can generate realistic data for an automation framework, detect log anomalies, and enhance the reliability of CI/CD runs.

September 22, 2025

by Serhii Romanov

· 4,296 Views · 7 Likes

Tiny Deltas, Big Wins: Schema-Less Thrift Patching at Planet Scale

Delta blobs that are 5–10x smaller let serving layers patch serialized data without schemas, enabling substantial network savings while trading most CPU overhead.

September 19, 2025

by Prithviraj Kumar Dasari

· 1,565 Views · 1 Like

Spring Boot WebSocket: Building a Multichannel Chat in Java

This is a step‑by‑step guide to a reactive Spring Boot WebSocket chat with WebFlux and MongoDB, including config, handlers, and manual tests.

September 19, 2025

by Bartłomiej Żyliński

CORE

· 3,502 Views · 4 Likes

Anything Rigid Is Not Sustainable: Why Flexibility Beats Dogma in Agile and Project Management

Rigid processes, frameworks, and governance in project management may deliver short-term results but undermine long-term sustainability.

September 17, 2025

by Pabitra Saikia

CORE

· 4,462 Views

AI on the Fly: Real-Time Data Streaming From Apache Kafka to Live Dashboards

Real-time data streaming plays a key role for AI models as it allows them to handle and respond to data as it comes in, instead of just using old fixed datasets.

September 11, 2025

by Gautam Goswami

CORE

· 7,084 Views

Getting Started With Apple's Vision Framework

This article covers the three types of Vision queries—document scanning, face scanning, and QR code scanning—to help you get started with this powerful tool.

September 10, 2025

by Boris Dobretsov

· 3,104 Views

Secure Your Spring Boot Apps Using Keycloak and OIDC

This blog explores integrating Spring Security with Keycloak using OpenID Connect. It also provides examples and unit tests.

September 9, 2025

by Gunter Rotsaert

CORE

· 3,390 Views · 4 Likes

Cloud Automation Excellence: Terraform, Ansible, and Nomad for Enterprise Architecture

Enterprise cloud architecture demands sophisticated orchestration of infrastructure, configuration, and workload management across diverse computing platforms.

September 9, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 5,531 Views · 3 Likes

How to Do Image Recognition With CNNs on the COCO Dataset — a Practical, Step-By-Step Guide

Learn multi-label image recognition on the COCO dataset with PyTorch ResNet50. Covers data prep, training, mAP eval, inference, and full Python script.

September 8, 2025

by Mayukh Suri

· 2,016 Views · 1 Like

Simple Efficient Spring/Kafka Datastreams

Datastreams from Souce via Kafka to Sink done simple, easy to code, efficient to run. Deployed in Kubernetes and written in Java and Kotlin.

September 3, 2025

by Sven Loesekann

· 6,561 Views · 7 Likes

Building a Rate Limiter and Throttling Layer Using Spring Boot and Redis

Learn to build a lightweight, in-app rate limiter using Spring Boot and Redis to prevent API overload, brute-force attacks, and accidental misuse.

September 1, 2025

by Vivek Rajyaguru

· 4,329 Views · 4 Likes

Keep Your Search Cluster Fit: Essential Health Checks to Keep Elasticsearch Healthy

A search cluster in top notch state requires frequent monitoring for health stats. Let's look at some health checks to always keep your ES cluster fit.

August 29, 2025

by Govind Singh Rawat

· 2,616 Views · 2 Likes

Integration Testing AI Prompts With Ollama and Spring TestContainers

Spring TestContainers lets you easily test AI prompts in Spring Boot using real Ollama models with a simple annotation setup.

August 29, 2025

by Nguyen Phuc Hai

· 3,547 Views · 8 Likes

From Runtime Fires to Pre‑Flight Control: A Gatekeeper Model for Spark SQL

Teams racing for speed and savings won’t win with bigger clusters — they’ll win by rejecting bad queries before Spark spins up a single core.

August 28, 2025

by Vishal Chaurasia

· 2,893 Views · 3 Likes

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