AI/ML Resources

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

· 2,143 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

· 2,395 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

· 2,740 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

· 1,861 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

· 58,219 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

· 3,751 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

· 1,900 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

· 3,512 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

· 3,476 Views · 3 Likes

Why One-Week Sprints Make Vibe Coding Work Better

Learn how one-week sprints with vibe coding boost Agile success by enabling faster delivery, reducing AI errors, and improving collaboration across teams.

September 26, 2025

by Saravanan Muniraj

· 2,999 Views · 4 Likes

Complex Data Tasks Are Now One-Liners With AI in Databricks SQL

In this guide, learn how to simplify data tasks with AI in Databricks SQL — summarize, translate, analyze sentiment, and mask PII with one-liner queries.

September 26, 2025

by Junaith Haja

· 3,565 Views · 2 Likes

Implementing a Multi-Agent KYC System

Multi-agent KYC architectures use specialized AI agents to automate document verification, risk assessment, and compliance decisions with full audit trails.

September 26, 2025

by Narendhira Chandraseharan

· 2,268 Views · 3 Likes

AI Transformation Déjà Vu

It's all about AI transformation déjà vu: This article provides a look into why today’s failures look uncannily like yesterday’s “Agile transformations.”

September 26, 2025

by Stefan Wolpers

CORE

· 2,443 Views · 5 Likes

The GPT-5 Impact

The focus of this article is to talk about the fast pace of change in models and the consequent updates we need to make to our LLM-powered solution design.

September 25, 2025

by ganesh s

· 3,239 Views · 3 Likes

AI-Powered Triathlon Coaching: Building a Modern Training Assistant With Claude and Garmin

Learn how to use MCP technology in conjunction with a Claude desktop application to create your own personal coach with access to your live metrics.

September 25, 2025

by Pier-Jean MALANDRINO

CORE

· 6,151 Views · 1 Like

Is Anyone There? Listening to Your Users Through Conversational AI Observability

Your AI chatbot is failing in ways traditional analytics can't see. This leaves you, the Product Manager, guessing what to fix based on vague user complaints.

September 25, 2025

by Harikrishnan Ramadass

· 1,761 Views

The New API Economy With LLMs

The rise of powerful LLMs is creating a new API economy where natural language replaces structured code as the primary interface.

September 24, 2025

by Rachit Jain

· 3,672 Views · 2 Likes

Shipping Responsible AI Without Slowing Down

Add robustness, monitoring, alignment, and systemic safety into the normal delivery pipeline using plain-language objectives and policy-as-code SLOs.

September 24, 2025

by Sarvenaz Ranjbar

· 1,864 Views · 4 Likes

LLMs at the Edge: Decentralized Power and Control

Deploying LLMs at the edge decentralizes intelligence, enhances privacy, reduces latency, increases autonomy, and empowers local control.

September 23, 2025

by Bhanuprakash Madupati

· 22,970 Views · 4 Likes

Running AI/ML on Kubernetes: From Prototype to Production — Use MLflow, KServe, and vLLM on Kubernetes to Ship Models With Confidence

Run scalable, reliable AI/ML inference on Kubernetes with MLflow, KServe, and AutoML, and explore deployment, orchestration, and performance at scale.

September 23, 2025

by Boris Zaikin

CORE

· 7,696 Views · 3 Likes

The Latest AI/ML Topics