AI/ML Resources

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

· 4,335 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

· 4,278 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

· 3,113 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

· 4,525 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

· 4,194 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

· 2,585 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

· 3,821 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

· 3,974 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

· 1,714 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

· 3,035 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

· 6,485 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

· 5,771 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

· 3,552 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

· 7,873 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

· 2,552 Views

Advancing Robot Vision and Control

Discover how integrating visual servoing and reinforcement learning enhances robotic hand-eye coordination for improved accuracy, efficiency, and control.

May 26, 2025

by Akshar Patel

· 2,780 Views

Navigating and Modernizing Legacy Codebases: A Developer's Guide to AI-Assisted Code Understanding

Practical strategies for modernizing legacy codebases using AI-assisted development. Discover real-world case studies and technical approaches for efficient migration.

May 26, 2025

by Tom Smith

CORE

· 4,791 Views · 2 Likes

Implementing Explainable AI in CRM Using Stream Processing

Learn how to bring transparency to AI-driven CRM using stream processing and explainable AI (XAI) to improve trust, speed, and customer insights.

May 23, 2025

by Sergei Berezin

· 3,663 Views · 2 Likes

Apple and Anthropic Partner on AI-Powered Vibe-Coding Tool – Public Release TBD

This vibe-coding tool is only being tested inside Apple; the company hasn’t decided whether to release the platform to outside developers.

May 23, 2025

by Aminu Abdullahi

· 3,688 Views · 1 Like

Modern Test Automation With AI (LLM) and Playwright MCP

Learn how GenAI and Playwright MCP transform QA with natural language test creation, self-healing scripts, dynamic flows, and seamless browser automation.

May 23, 2025

by Kailash Pathak

CORE

· 21,707 Views · 7 Likes

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