The Latest and Popular SDLC Topics

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

· 4,353 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

· 1,976 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

· 5,754 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

· 3,505 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

· 2,317 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

· 2,741 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

· 1,880 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

· 1,707 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

· 989 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

· 7,071 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

· 4,288 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

· 2,465 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

· 3,208 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

· 4,707 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

· 2,394 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

· 5,947 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

· 4,999 Views

The Secret to Fast-Tracking Legacy System Modernization With GenAI

Legacy modernization meets GenAI, as artificial intelligence transforms enterprise IT, unlocks innovation, and accelerates digital transformation.

September 30, 2025

by Nathan Smith

· 2,237 Views · 1 Like

AI Risks in Product

We explore why product professionals risk sleepwalking into strategic irrelevance by over-trusting AI, relying on flawed metrics, and losing direct customer insight.

September 30, 2025

by Stefan Wolpers

CORE

· 2,469 Views · 1 Like

How to Integrate AI APIs Into Your Projects

AI APIs don’t have to be a nightmare, secure your keys, modularize calls, handle errors, and you’ll turn chaos into clean, scalable code.”

September 29, 2025

by Devesh Garg

· 3,001 Views · 1 Like

The Latest Popular Topics