AI/ML Resources

Transforming Your Node.js REST API into an AI-Ready MCP Server

Learn how to upgrade your Node.js REST API into an AI-ready MCP server to enable intelligent, agent-driven interactions.

October 8, 2025

by Lakshmi Narayana Rasalay

· 6,510 Views · 1 Like

8 Challenges in Multimodal Training Data Creation

Creating high-quality multimodal training data is essential yet complex, involving challenges in synchronization, scalability, context capture, and tooling.

October 8, 2025

by Chirag Shivalker

· 2,916 Views

The Agile AI Manifesto

This article discuss how the original Agile Manifesto anticipated the rise of AI — and why both AI maximalists and AI luddites misunderstand its true message.

October 8, 2025

by Stefan Wolpers

CORE

· 3,637 Views · 2 Likes

Building a Production-Ready Conversational AI Agent With Cloudflare Workers and AI Gateway

Build a serverless chatbot with Cloudflare Workers for backend logic, AI Gateway for model routing, and KV for conversation history.

October 7, 2025

by Mayur Vekariya

· 3,826 Views · 1 Like

Hyperparameter Tuning and Feature Engineering: A Guide to Optimizing Machine Learning Models

Learn how hyperparameter tuning and feature engineering boost ML performance, balancing accuracy, cost, and long-term maintainability.

October 6, 2025

by Kacper Michalik

· 1,846 Views · 2 Likes

Why GPT-OSS:20B Feels Painfully Slow (And How Quantization Can Save Your Sanity)

GPT-OSS:20B's MXFP4 quantization requires H100+ GPUs. Use GGUF quantized versions from Hugging Face for dramatically faster consumer hardware performance.

October 6, 2025

by Pavan Vemuri

CORE

· 5,299 Views · 4 Likes

LangGraph Beginner to Advanced: Part 1 — Introduction to LangGraph and Some Basic Concepts

If you’ve ever wanted to build AI agents and design graph-based conversational workflows, this course-style blog series is for you.

October 6, 2025

by Mohammed Talib

· 3,299 Views · 3 Likes

Developing Low-Cost AI-Based Similarity Search

A simple AI-powered chatbot that work a contextual search engine powered by RAG and essentials concepts of AI like vector embeddings and cosine similarity search.

October 6, 2025

by Anton Yarkov

CORE

· 2,261 Views

Guardrails for AI: Protecting Privacy in Both Prompts and Responses

LLMs like ChatGPT raise privacy risks in both inputs and outputs. Learn the key threats and guardrails to protect sensitive data responsibly.

October 6, 2025

by Karthik Mahalingam

· 2,286 Views

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

· 1,800 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

· 1,614 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

· 931 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

· 6,889 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

· 3,962 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

· 2,386 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

· 3,039 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

· 4,471 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

· 2,262 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

· 5,318 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

· 4,655 Views

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