AI/ML Resources

Automation of IT Incident Reports Using Observability API and GenAI

A summary of the integration of observability API and GenAI to automate preliminary incident reporting with a sample incident report from on-prem and cloud models.

July 18, 2025

by Pandian Ramaiah

· 3,631 Views

AI-Driven Threat Hunting: Catching Zero Day Exploits Before They Strike

Zero-day exploits hide in plain sight. Learn how AI detects them, see real-world use cases, and build your own Python threat hunter to catch anomalies fast.

July 18, 2025

by Dinesh B

· 3,475 Views · 1 Like

Building AI Agents Capable of Exploring Contextual Data for Taking Action

AI agents are evolving fast, blending reasoning, context, and web skills to automate complex tasks and redefine the future of intelligent automation.

July 18, 2025

by Yash Mehta

· 4,443 Views · 2 Likes

How We Built a Smarter University Chatbot Using LLaMA2, AWS SageMaker, and RAG

We built a multilingual university chatbot using LLaMA2, SageMaker, LangChain, and Milvus with RAG for real-time answers scalable to domains like healthcare and HR.

July 18, 2025

by Kishore Thota

· 4,175 Views · 1 Like

Build AI Agents With MCP Server in C# and Run in VS Code

Learn to build a custom MCP Server with tools, connect it via an MCP Client in VS Code, and enable real-time communication with AI agents using MCP.

July 18, 2025

by Anup Rao

· 5,089 Views · 1 Like

The Twelve-Factor Agents: Building Production-Ready LLM Applications

This article delves into the concept of the Twelve-Factor Agent, an architectural pattern designed to create robust, scalable, and maintainable applications.

July 17, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 5,835 Views · 4 Likes

AI-Powered Security for the Modern Software Supply Chain: Reinforcing Software Integrity in an Era of Autonomous Code and Expanding Risk

AI-driven tools enhance software supply chain security by automating threat detection, managing dependencies, and supporting compliance, while balancing risks.

July 17, 2025

by Akanksha Pathak

CORE

· 3,873 Views · 1 Like

Making AI Faster: A Deep Dive Across Users, Developers, and Businesses

This article explores why faster AI matters and shares strategies across user, developer, and business perspectives to reduce latency and speed up delivery.

July 16, 2025

by Gunveer Gujral

· 3,512 Views · 3 Likes

Real-Time Webcam-Based Sign Language and Speech Bidirectional Translation System

AI-powered system enables real-time two-way translation between sign language and speech, improving communication for the deaf and hard-of-hearing.

July 16, 2025

by Srinivas Reddy Kosna

· 3,037 Views · 4 Likes

ZapBot: Building a Chatbot With OpenAI and Gradio

Create your own AI-powered chatbot using GPT-4 and Gradio. This hands-on Python tutorial walks you through setup, code, UI, and secure API key handling.

July 16, 2025

by Vaibhavi Tiwari

· 3,099 Views · 1 Like

Compliance Automated Standard Solution (COMPASS), Part 8: Agentic AI Policy as Code for Compliance Automation With Prompt Declaration Language

Part of our compliance series—learn how Agentic AI and PDL help compliance teams turn natural language inputs into executable policy assessments at scale.

July 16, 2025

by Yuji Watanabe

· 2,263 Views · 1 Like

Turn SQL into Conversation: Natural Language Database Queries With MCP

Exemplifies how a dedicated MCP server that is able to access databases can enable LLMs to inspect them and offer their users useful pieces of information.

July 14, 2025

by Horatiu Dan

CORE

· 3,481 Views · 8 Likes

Vibe Coding: Conversational Software Development — Part 2: In Practice

AI is transforming software development in Part 2 of my 'Vibe Coding' series. Explore conversational coding, code generation in practice, and developer productivity.

July 14, 2025

by Gaurav Gaur

CORE

· 2,866 Views · 4 Likes

Cloud Hardware Diagnostics for AI Workloads

AI workloads need reliable hardware. Cloud providers are developing intelligent diagnostics to predict, detect, and resolve GPU and server failures efficiently.

July 14, 2025

by Sam Prakash Bheri

· 2,441 Views

AI-Powered Ransomware and Malware Detection in Cloud Environments

AI is reshaping malware and ransomware detection in cloud environments. It reviews core detection models, highlights technical challenges, and discusses future directions

July 14, 2025

by Eugene Aryeetey

· 1,925 Views

My Dive into Local LLMs, Part 2: Taming Personal Finance with Homegrown AI (and Why Privacy Matters)

Turn your local LLM (Llama 3 + Ollama on Ubuntu) into a private finance analyzer that categorizes spending and generates insights—no cloud, full privacy.

July 14, 2025

by Praveen Chinnusamy

· 16,147 Views · 5 Likes

How to Reduce Technical Debt With Artificial Intelligence (AI)

Technical debt hampers growth and innovation. Smart AI integration in SaaS helps reduce it by improving code quality, scalability, and proactive maintenance.

July 11, 2025

by Karan Rawal

· 3,334 Views

Beyond the Glass Slab: How AI Voice Assistants are Morphing Into Our Real-Life JARVIS

Jarvis-like AI agents are becoming real. As someone building them at Alexa, I see Agentic AI handling tasks, making decisions, and more, reshaping how we live and work.

July 11, 2025

by Praveen Chinnusamy

· 10,678 Views · 3 Likes

Contract-Driven ML: The Missing Link to Trustworthy Machine Learning

Model accuracy means nothing if data breaks in production. Learn how data contracts ensure reliability, prevent silent failures, and protect ML performance.

July 10, 2025

by Sana Zia Hassan

· 2,221 Views · 1 Like

Decoding the Secret Language of LLM Tokenizers

This guide shows how tokenization affects cost and speed, and how to cut your bill with caching, fine-tuning, RAG, and smart prompt design.

July 10, 2025

by Komninos Chatzipapas

· 2,978 Views · 1 Like

The Latest AI/ML Topics