AI/ML Resources

Securing Software Created by AI Agents: The Next Security Paradigm

Agentic AI can autonomously write and deploy code, creating new security risks that demand human oversight and robust safeguards.

June 3, 2025

by Pranjal Sharma

· 6,073 Views · 11 Likes

What is Microsoft Fabric for Azure Cloud (Beyond the Buzz) and How It Competes with Snowflake and Databricks

Microsoft Fabric is a lakehouse built on OneLake Storage in Azure Cloud and competes with Databricks and Snowflake for data analytics and AI.

June 3, 2025

by Kai Wähner

CORE

· 2,301 Views · 2 Likes

From Hype to Harm: Why AI Governance Needs More Than Good Intentions

AI governance bridges innovation and stakeholder protection. Learn why robust frameworks, not just intentions, are essential for responsible AI in 2025.

June 2, 2025

by Dinesh Besiahgari

· 3,091 Views · 2 Likes

The Truth About AI and Job Loss

AI isn't just another technological shift; it's a race against time where it requires faster learning and adaptation than any previous technological transition.

June 2, 2025

by Niruta Talwekar

· 4,839 Views · 8 Likes

Revolutionizing KYC: Leveraging AI/ML for Regulatory Compliance

Integrating AI and ML into KYC processes significantly enhances regulatory compliance, operational efficiency, and customer satisfaction.

June 2, 2025

by Varun Pandey

· 2,046 Views · 2 Likes

Agentic AI Systems: Smarter Automation With LangChain and LangGraph

Learn how to build an autonomous AI agent using LangChain and LangGraph to perform intelligent, multi-step tasks like web search, DuckDuckGo, and summarization.

May 30, 2025

by Anand Singh

· 4,542 Views · 2 Likes

Web Crawling for RAG With Crawl4AI

Automate web crawling and data extraction to natural language processing with Crawl4AI for RAG applications in your enterprise.

May 30, 2025

by Shamim Bhuiyan

· 4,367 Views · 2 Likes

Yet Another GenAI Nightmare: Seven Shadow AI Pitfalls to Avoid

With GenAI, anyone can work directly with AI and type whatever prompt they want into any GenAI tool—including corporate AI tools that can access internal data.

May 30, 2025

by Jason Bloomberg

· 3,161 Views · 1 Like

Designing Fault-Tolerant Messaging Workflows Using State Machine Architecture

State machine patterns, such as Stateful Workflows, Sagas, and Replicated State Machines, improve message reliability, sync consistency, and recovery.

May 30, 2025

by Pankaj Taneja

· 4,718 Views · 3 Likes

Bridging UI, DevOps, and AI: A Full-Stack Engineer’s Approach to Resilient Systems

Build resilient full-stack systems with Angular, Node.js, DevOps, and AI — featuring CI/CD, microservices, error handling, and future-ready UI with edge AI.

May 29, 2025

by Bhanu Sekhar Guttikonda

CORE

· 4,361 Views · 4 Likes

Hyperparameter Tuning: An Overview and a Real-World Example

Hyperparameter tuning is critical to optimizing machine learning models, significantly enhancing their performance. This article provides an accessible guide to tuning.

May 29, 2025

by Shailendra Prajapati

· 2,684 Views

AI Agents: A New Era for Integration Professionals

Are AI agents just an integration flow with a few extra tricks? Learn what AI agents are and how and where they add value in the current AI landscape.

May 28, 2025

by Gnanaguru Sattanathan

· 3,887 Views · 2 Likes

ITBench, Part 1: Next-Gen Benchmarking for IT Automation Evaluation

Learn more about ITBench, an open framework to benchmark AI agents for IT automation, focusing on reliability, efficiency, and real-world IT scenarios.

May 28, 2025

by Anca Sailer

· 4,264 Views · 1 Like

Beyond Accuracy: A Product-Led Case for State Space Models Over Transformers

Transformers dominate AI but struggle with long texts. State Space Models (SSMs) are faster and more efficient for production.

May 28, 2025

by Albert Lie

· 1,759 Views

How To Build AI-Powered Prompt Templates Using the Salesforce Prompt Builder

We know the power of Generative AI and how to write prompts, but Salesforce also provides a tool to create effective prompts using Prompt Builder.

May 27, 2025

by Srinivas Sandiri

· 3,170 Views

A Guide to Auto-Tagging and Lineage Tracking With OpenMetadata

Learn how to automate PII tagging, metadata management, and SQL lineage tracking with GPT-4, OpenMetadata, dbt, Trino, and Python for smarter data governance.

May 27, 2025

by Sreenath Devineni

CORE

· 6,818 Views

Building a Real-Time Audio Transcription System With OpenAI’s Realtime API

Dive into real-time audio transcription with this hands-on guide, showing how to stream and transcribe audio in Java using OpenAI’s WebSocket API and GPT-4o models.

May 27, 2025

by Roline Stapny Saldanha

· 6,018 Views · 2 Likes

Traditional Testing and RAGAS: A Hybrid Strategy for Evaluating AI Chatbots

This article compares traditional testing, what it offers and how RAGAS framework provides alternatives for an overall test plan for RAG applications.

May 27, 2025

by Arun Vishwanathan

· 3,802 Views · 1 Like

The End of “Good Enough Agile”

AI and Product Operating Models challenge outdated Agile rituals. Learn how teams must evolve from process-focused roles to strategic, outcome-driven leadership.

May 26, 2025

by Stefan Wolpers

CORE

· 7,968 Views · 4 Likes

Leveraging Natural Language Processing for Enhancing Sales Chatbots

Explore how NLP enhances sales chatbots, improving customer interaction and boosting engagement through smarter responses.

May 26, 2025

by Devin Partida

· 2,666 Views

The Latest AI/ML Topics