AI/ML Resources

A Brief Overview of Designing and Testing Effective Chatbots

Designing an effective chatbot involves starting from the use case, choosing the right model, tuning parameters, and testing.

October 6, 2025

by Vinayak Prasad

· 1,844 Views · 3 Likes

Enhance Development With DevoxxGenie and MCP

This blog provides a tutorial on how to integrate AI agents, specifically MCP agents, into your coding workflow using the DevoxxGenie plugin for JetBrains IDE.

October 6, 2025

by Gunter Rotsaert

CORE

· 1,657 Views

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

· 964 Views

Securing the Model Context Protocol (MCP): New AI Security Risks in Agentic Workflows

MCP makes AI integration easy but opens new security risks-like shadow servers, prompt hijacking, and connector exploits. Learn how to secure your AI-powered workflows.

October 2, 2025

by Pranjal Sharma

· 6,980 Views · 7 Likes

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

· 4,155 Views · 6 Likes

Building ML Platforms for Real-Time Integrity

Learn how large-scale platforms could build ML infrastructures that protect users, meet compliance, and act within milliseconds.

October 2, 2025

by Ilia Volkov

· 2,432 Views · 1 Like

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

· 3,128 Views

Centralized vLLM on Kubernetes for Scalable LLM Infrastructure

This article demonstrates how we can run vLLM on Kubernetes for a centralized LLM serving engine that is production-ready and can be used by multiple applications.

October 1, 2025

by Rajashree Mandaogane

· 4,587 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

· 2,326 Views · 1 Like

From 0.68 to 10 Requests/Second: Optimizing LLM Serving With vLLM

This article demonstrates how vLLM is a game-changer for efficient GPU memory utilization and what makes it a high-throughput serving and inference engine.

September 30, 2025

by Rajashree Mandaogane

· 5,816 Views

Experts Say This Is the Best LLM for Front-End Tasks

Claude is a leading LLM for front-end development, though success ultimately depends more on implementation practices than on picking a single “best” model.

September 30, 2025

by Philip Piletic

CORE

· 4,861 Views

The Secret to Fast-Tracking Legacy System Modernization With GenAI

Legacy modernization meets GenAI, as artificial intelligence transforms enterprise IT, unlocks innovation, and accelerates digital transformation.

September 30, 2025

by Nathan Smith

· 2,201 Views · 1 Like

AI Risks in Product

We explore why product professionals risk sleepwalking into strategic irrelevance by over-trusting AI, relying on flawed metrics, and losing direct customer insight.

September 30, 2025

by Stefan Wolpers

CORE

· 2,439 Views · 1 Like

How to Integrate AI APIs Into Your Projects

AI APIs don’t have to be a nightmare, secure your keys, modularize calls, handle errors, and you’ll turn chaos into clean, scalable code.”

September 29, 2025

by Devesh Garg

· 2,944 Views · 1 Like

Error Budgets 2.0 Agentic AI for SLO-Apprehensive Deployments

The article introduces error budgets 2.0, a new approach that uses agentic AI to make deployments SLO-aware and proactive rather than reactive.

September 29, 2025

by Sajal Nigam

· 1,971 Views · 1 Like

*You* Can Shape Trend Reports: Join DZone's Database Systems Research

Help shape our next research! Share your experiences with database types, cloud migration, security and observability practices, real-time analytics, and more.

Updated September 29, 2025

by DZone Editorial

· 58,284 Views · 36 Likes

Build a Face-Matching ID Scanner With ReactJS and AI

Create a ReactJS component to match webcam faces to ID photos using AI, all client-side. Great for fast prototyping of secure apps like banking or event check-ins.

September 29, 2025

by Rajiv Gadda

· 3,888 Views

Better Data Beats Better Models: The Case for Data Quality in ML

A deep dive into the importance of data quality and strategies for improvement. We also analyze some real-world examples demonstrating the importance of data quality.

September 29, 2025

by Madhura Raut

· 1,948 Views · 3 Likes

Federated learning enables collaborative AI by training models where data lives, sharing only updates — not raw data — to ensure privacy, compliance, and trust.

September 26, 2025

by Saisuman Singamsetty

· 3,589 Views · 3 Likes

LLM-First Vibe Coding

This article provides an overview of vibe coding and LLM-first development, exploring their impact on workflows, productivity, and software engineering.

September 26, 2025

by Nilesh Bhandarwar

· 3,608 Views · 3 Likes

The Latest AI/ML Topics