The Latest and Popular SDLC Topics

Stop Fine-Tuning for Everything: A Decision Tree for RAG vs Tuning vs Tools

Fine-tuning isn’t the first fix; use RAG for knowledge, tools for control, and fine-tune only after you know the real failure.

February 16, 2026

by Sai Teja Erukude

· 3,452 Views

Building a Self-Correcting GraphRAG Pipeline for Enterprise Observability

Self-correcting GraphRAG uses LangGraph agents to autonomously traverse knowledge graphs and search into a deterministic, multi-hop reasoning system.

February 16, 2026

by Vamshidhar Parupally

· 2,632 Views

Automating the DFIR Triage Loop With Memory Forensics and LLMs

DFIR-Chain automates forensic triage by combining Volatility, YARA, and LLMs to turn artifacts into coherent incident narratives in minutes, not hours.

February 16, 2026

by Rahul Karne

· 10,273 Views

Building Intelligent Agents With MCP and LangGraph

MCP is a universal protocol that lets AI agents discover and use tools from any source without custom integration code like USB-C for AI connectivity.

February 16, 2026

by Narendra Lakshmana gowda

· 2,661 Views

The Death of the CSS Selector: Architecting Resilient, AI-Powered Web Scrapers

Traditional scraping is brittle. Learn to architect self-healing, AI-powered data pipelines using Playwright, AWS Bedrock, and Pydantic for semantic extraction.

February 16, 2026

by Iyanuoluwa Ajao

· 1,669 Views · 1 Like

AI Agents Demystified: From Language Models to Autonomous Intelligence

Learn what AI agents are, how they act autonomously, their core components, architectures, protocols, and ways to build them effectively.

February 13, 2026

by Padmanabham Venkiteela

· 2,866 Views · 1 Like

A Guide to Parallax and Scroll-Based Animations

Step-by-step instructions for creating a parallax background effect with CSS only. Accessibility fallback and JS alternatives.

February 13, 2026

by Hanna Labushkina

· 2,701 Views · 1 Like

How to Build an MCP Server

Learn what Model Context Protocol (MCP) is and isn’t, how MCP clients and servers work, and how to build and test an MCP server locally using Python.

February 13, 2026

by Kumar Abhishek

· 2,485 Views · 3 Likes

Green AI in Practice: How I Track GPU Hours, Energy, CO₂, and Cost for Every ML Experiment

Practice Green AI by tracking GPU-hours, energy, and cost for every ML run, so you pick models that are not just accurate, but also cheaper, leaner, and greener.

February 13, 2026

by Sai Teja Erukude

· 3,873 Views · 2 Likes

The Human Bottleneck in DevOps: Automating Knowledge with AIOps and SECI

DevOps pipelines are often automated, yet the operations side remains surprisingly manual. Here’s a framework to reduce toil using AIOps and the SECI model.

February 13, 2026

by Dippu Kumar Singh

· 1,769 Views · 1 Like

Serverless Is Not Cheaper by Default

A clear-eyed breakdown of serverless costs — why they’re hidden, when they make sense, and how to choose between functions and containers before surprises hit your bill.

February 13, 2026

by David Iyanu Jonathan

· 2,300 Views · 1 Like

A Developer-Centric Cloud Architecture Framework (DCAF) for Enterprise Platforms

Developer-Centric Cloud Architecture Framework (DCAF) introduces a platform architecture framework that codifies architectural intent through meaningful invariants.

February 12, 2026

by Chandrasekhar Rao Katru

· 2,953 Views · 6 Likes

Building Trust in LLM-Generated Code Reviews: Adding Deterministic Confidence to GenAI Outputs

LLMs are excellent at generating code reviews, but production systems need more than just recommendations — they need trust.

February 12, 2026

by pooja chhabra

· 1,404 Views

Golden Paths for AI Workloads - Standardizing Deployment, Observability, and Trust

Golden Paths enable scalable AI by standardizing deployment, observability, drift detection, and governance as built-in platform defaults.

February 12, 2026

by Josephine Eskaline Joyce

CORE

· 2,482 Views · 2 Likes

Java Developers: Build Something Awesome with Copilot CLI and Win Big Prizes!

Join the GitHub Copilot CLI Challenge and build something with Copilot right in your terminal for cash prizes and tickets to GitHub Universe.

February 12, 2026

by Bruno Borges

· 2,597 Views

Bootstrapping a Java File System

Apps self-managing files often implement custom APIs that bring different problems. Java's File System provides a way to self-manage files within standard Java APIs.

February 12, 2026

by Scott Sosna

CORE

· 2,515 Views · 1 Like

Jakarta EE 12 M2: Entering the Data Age of Enterprise Java

Jakarta EE 12 aligns repositories, restrictions, queries, ORM, and NoSQL into a unified data model, making domain-centric data access a first-class platform feature.

February 11, 2026

by Otavio Santana

CORE

· 1,461 Views · 3 Likes

How AI-Driven Software Automation Reduced Deployment Failures by 40%?

Deployment failures cost millions and exhaust teams. Learn how software deployment automation helps prevent release issues and ensures smoother launches.

February 11, 2026

by Nathan Smith

· 1,531 Views

Why SAP BDC Is a Game Changer for SAP Data

SAP BDC (Business Data Cloud) is considered a game changer for SAP’s data portfolio, turning SAP into a modern, open, and AI-ready data platform.

February 11, 2026

by Srinivasarao Rayankula

· 2,094 Views · 1 Like

Playwright Fixtures vs. Lazy Approach

A guide comparing Fixture and Lazy patterns in test automation, showing how on-demand object creation improves performance and scalability in Playwright frameworks.

February 11, 2026

by Kailash Pathak

CORE

· 2,117 Views

The Latest Popular Topics