The Latest and Popular SDLC Topics

Designing Java Web Services That Recover From Failure Instead of Breaking Under Load

Failures happen constantly in web backends. This article explains how to design Java services that recover quickly instead of breaking under load.

December 9, 2025

by Krishna Kandi

· 2,985 Views · 5 Likes

AI SDLC Transformation, Part 2: How to Measure Impact (and Avoid Vanity Metrics)

Learn how to measure AI-driven software delivery beyond vanity metrics, focusing on capability, sustainability, and real transformation impact.

December 9, 2025

by Orkhan Gasimov

· 916 Views · 1 Like

Agile Is Dead, Long Live Agility

Agile is dead, long live agility. The brand may have failed, but its core ideas succeeded. It’s time to move on; the name was just a vehicle.

December 9, 2025

by Stefan Wolpers

CORE

· 2,043 Views · 4 Likes

The Hidden Cost of AI Agents: A Caching Solution

The true bottleneck in AI agent systems is data access, not LLMs. Semantic caching and coordinated query handling transform performance and cost.

December 8, 2025

by Janani Annur Thiruvengadam

CORE

· 2,199 Views · 6 Likes

Deployment Strategies for Self-Hosted Open-Source Applications: Balancing Efficiency and Control

Explore deployment options for self-hosted open-source apps: balance speed, control, flexibility, and long-term maintainability.

December 8, 2025

by 悦申

· 2,298 Views · 1 Like

Discover Hidden Patterns with Intelligent K-Means Clustering

K-Means goes beyond surface-level patterns to identify true shopper segments, enabling smarter cart-value forecasting and targeted recommendations.

December 5, 2025

by Raja Chakraborty

· 3,140 Views · 1 Like

AWS Agentic AI for App Portfolio Modernization

AWS Agentic AI automates and enriches portfolio assessments, fusing business context with technical signals to deliver faster, more consistent modernization decisions.

December 5, 2025

by Subrata Saha

· 3,043 Views · 1 Like

The Hidden Backbone of AI: Why Data Engineering is Key for Model Success

From Business Intelligence to Artificial Intelligence: Data Engineering’s New Mandate for Trustworthy, Context-Rich Data

December 5, 2025

by Rajanikantarao Vellaturi

· 1,731 Views · 2 Likes

The RAG Illusion: Why “Grafting” Memory Is No Longer Enough

The CLaRa framework achieves true fusion of RAG's retrieval and generation modules via compressed vectors, enabling 16x efficiency and superior reasoning performance.

December 5, 2025

by Frederic Jacquet

CORE

· 2,876 Views · 1 Like

Scaling RAG for Enterprise Applications Best Practices and Case Study Experiences

Explore the complexities of deploying Retrieval-Augmented Generation (RAG) in enterprise environments. Learn about common challenges, best practices, and real-world case studies to effectively scale RAG systems for enhanced AI performance and reliability.

December 5, 2025

by Amlan Patnaik

· 2,849 Views

Can Generative AI Enhance Data Exploration While Preserving Privacy?

Generative AI lets teams explore data with natural-language queries, visualizations, and auto analyses while safeguarding privacy and compliance.

December 5, 2025

by None None

· 1,538 Views

Why Traditional QA Fails for Generative AI in Tech Support

A dual-layer AI framework ensures continuous quality and reliable performance of GenAI support agents in complex technical environments.

December 4, 2025

by Rohith Narasimhamurthy

· 2,557 Views

AI-Powered Data Integrity for ECC to S/4HANA Migrations

Ensure accurate SAP ECC-to-S/4HANA migrations with an AI-powered framework for automated data validation, reconciliation, and real-time insights.

December 4, 2025

by Gaurav Sharma

· 2,011 Views

Architectural Understanding of CPUs, GPUs, and TPUs

Learn about CPUs, GPUs, and TPUs — definitions, use cases, architectural differences, and above all, when to use CPUs, GPUs, and TPUs.

December 4, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 5,470 Views · 5 Likes

How to Use AI for Anomaly Detection

Apply AI to anomaly detection by training models on your data, setting baselines for normal behavior, and automating alerts for faster, accurate decisions.

December 4, 2025

by Laiba Noor

· 3,625 Views · 1 Like