AI/ML Resources

Why Enterprise AI Needs Agentic Messaging Platforms

AI projects stall on plumbing, not progress. Agentic messaging platforms unify APIs, tools, and observability so teams can focus on AI logic.

October 13, 2025

by John Vester

CORE

· 1,337 Views

Infusing AI into Your Java Applications

An introductory tutorial for Java developers on writing AI-infused applications using Quarkus with LangChain4j. You don't need Python to write AI apps.

October 10, 2025

by Don Bourne

· 6,235 Views · 10 Likes

Long-Running Durable Agents With Spring AI and Dapr Workflows

Spring AI agentic patterns show how to coordinate multiple ChatClient calls to LLMs. We look at how Dapr Workflows can make these interactions durable and resilient.

October 10, 2025

by Mauricio Salatino

· 4,500 Views

Fixing a Test Involves Much More Than Simply Making It Pass

Learn why using Postman's 'Fix test' may mask bugs — tips to investigate failures, preserve test intent, and protect API reliability. Verify, then act.

October 10, 2025

by Stelios Manioudakis

CORE

· 4,790 Views · 3 Likes

AI-Assisted Kubernetes Diagnostics: A Practical Implementation

Proof-of-concept tool using GPT-4 to detect failing Kubernetes pods, analyze logs and events, and suggest fixes with human approval for common issues.

October 10, 2025

by Shamsher Khan

CORE

· 4,299 Views · 5 Likes

Using LLMs to Automate Root Cause Analysis in Incident Response

LLMs streamline incident response by quickly identifying root causes from logs and alerts, cutting down manual effort and downtime.

October 9, 2025

by Venkatesan Thirumalai

· 4,532 Views · 3 Likes

Evaluating LLM-Powered Voice Assistants: A Guide Beyond Traditional Metrics

A practical guide to evaluating LLM-powered voice assistants using multi-dimensional metrics covering helpfulness, accuracy, safety, and system performance.

October 9, 2025

by Surya Teja Appini

· 2,815 Views · 2 Likes

Building a Supply Chain Digital Twin Technology

Learn about digital twin technology using Python in supply chain management: model supply chain networks, enhance decision-making, and optimize operations.

October 9, 2025

by Manvinder Kumra

· 2,114 Views · 1 Like

How GenAI Can Eliminate SME Bottlenecks in Enterprise Systems

An AI-powered system, a knowledge-enabled system to explain enterprise code, reducing SME dependency and accelerating productivity.

October 9, 2025

by Monil Shah

· 1,726 Views · 3 Likes

Low Code, High Impact: A Solution Architect’s Guide to Building Scalable Community Platforms With AI and Low-Code Tools

How to build a modular, low-code community platform using Webflow, Supabase, AI-powered media generation, and Google Cloud Run.

October 9, 2025

by Rahul Ranjan

· 2,174 Views · 1 Like

Virtualization Meets Acceleration: Powering AI Workloads

AI doesn’t need new infrastructure — just smarter use of what you already have. Scale it securely and efficiently using your existing Cisco and VMware infrastructure.

October 9, 2025

by Siva Kiran Nandipati

· 2,934 Views · 1 Like

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

· 6,652 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

· 2,988 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

· 3,690 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

· 4,145 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

· 1,921 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

· 5,551 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

· 3,417 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

· 2,289 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

· 2,623 Views

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