The Latest and Popular SDLC Topics

Fine-Tuning LLMs Locally Using MLX LM: A Comprehensive Guide

MLX enables local LLM fine-tuning on Mac with LoRA. Train 7B models using 16GB RAM, eliminating cloud costs while maintaining quality.

August 4, 2025

by Aditya Karnam Gururaj Rao

· 11,747 Views

Deep Observability in Node.js Using OpenTelemetry and Pino

Enhance total observability within a distributed microservice architecture using modern tools such as OpenTelemetry (OTel) and Pino logger.

August 4, 2025

by Lakshmi Narayana Rasalay

· 5,100 Views · 2 Likes

AI for AI: How Intelligent Systems Are Shaping Their Own Evolution

AI for AI uses artificial intelligence to build and optimize other AI systems, boosting efficiency while raising ethical and data-related concerns.

August 4, 2025

by Praveen Kumar Myakala

· 8,674 Views · 61 Likes

How to Build an MCP Server With Java SDK

Develop an MCP Server from scratch using only the Java SDK, test it with the MCP Inspector and use it in conjunction with Claude Desktop.

August 4, 2025

by Horatiu Dan

CORE

· 5,037 Views · 12 Likes

A Complete Guide to Creating Vector Embeddings for Your Entire Codebase

Learn how to transform your codebase into semantic vector embeddings for better code search, AI integration, and enhanced developer productivity.

August 1, 2025

by Chetan Yeddula

· 9,052 Views · 1 Like

Meta-Learning: The Key to Models That Can "Learn to Learn"

Learn how meta-learning helps AI adapt fast with little data—plus key methods, challenges, and use cases powering next-gen intelligent systems.

August 1, 2025

by harshraj bhoite

· 2,610 Views · 2 Likes

ITBench, Part 2: ITBench User Experience – Democratizing AI Agent Evaluation

This post dives into how ITBench enables realistic AI agent evaluation through streamlined onboarding, automated benchmarking, and operationally relevant metrics.

August 1, 2025

by Anca Sailer

· 2,093 Views

MCP Logic: How to Make It 40x Simpler

MCP requires logic. A declarative approach reduces code 40x using spreadsheet-like business rules. Here's a project comparing procedural and declarative.

August 1, 2025

by Val Huber

CORE

· 3,211 Views · 5 Likes

Docker Offload: One of the Best Features for AI Workloads

Docker Offload enables running container builds and workloads in the cloud while maintaining a local development experience using Docker Desktop.

August 1, 2025

by Naga Santhosh Reddy Vootukuri

CORE

· 3,935 Views · 2 Likes

How GitHub Copilot Handles Multi-File Context Internally: A Deep Dive for Developers, Researchers, and Tech Leaders

A deep dive into how GitHub Copilot handles multi-file context in real time using embeddings, symbols, and prompt queues to deliver smarter, context-aware suggestions.

August 1, 2025

by SHALLABH DIXITT

· 4,706 Views · 2 Likes

AI-Powered AWS CloudTrail Analysis: Using Strands Agent and Amazon Bedrock for Intelligent AWS Access Pattern Detection

In this post, I came up with a solution that addresses the critical challenge of efficiently analyzing AWS CloudTrail logs to identify security threats.

August 1, 2025

by Anil Malakar

· 3,353 Views · 2 Likes

KV Caching: The Hidden Speed Boost Behind Real-Time LLMs

LLMs slow down as outputs grow due to repeated attention over past tokens. KV caching skips redundant work by reusing keys and values, enabling 3–4× faster inference.

August 1, 2025

by Srinidhi Goud Myadaboyina

· 3,174 Views · 2 Likes

AI-Powered Product Recommendations With Oracle CDC, Flink, and MongoDB

I’ll show you how I used Oracle, Kafka, Flink, OpenAI, and MongoDB to build a real-time personalization engine from scratch.

July 31, 2025

by Sean Falconer

· 1,946 Views

Revolutionizing the Command Line: An Introduction to Gemini CLI

Gemini CLI is an open-source AI-powered tool from Google that runs in the terminal, offering features like code analysis, task automation, and file handling.

July 31, 2025

by Praveen Kumar Myakala

· 6,578 Views · 33 Likes

Building a VS Code-Like Online IDE With Next.js 15, TypeScript, Tailwind CSS, and Goose AI

Build an online IDE with Monaco Editor, Next.js 15, TypeScript, Tailwind CSS, and Goose AI, offering AI-powered code suggestions triggered by comments.

July 31, 2025

by Guhaprasaanth Nandagopal

· 3,346 Views · 2 Likes

Amazon Q Developer: The Future of AI-Enhanced Coding Productivity

In this article, learn how Amazon Q Developer, an AI-powered coding assistant, boosts productivity with smart code suggestions, tests, docs, and refactoring tools.

July 31, 2025

by Dinesh B

· 2,324 Views · 2 Likes

From Raw Data to Model Serving: A Blueprint for the AI/ML Lifecycle With Kubeflow

Learn the entire ML lifecycle—from data preparation to live inference—leveraging the Kubeflow platform to create a cohesive, production-grade MLOps workflow.

July 31, 2025

by Helber Belmiro

CORE

· 2,556 Views · 1 Like

Vibe Coding: Conversational Software Development — Part 3: Prompt Discipline

In part 3 of this series, learn how prompts shape AI-driven development in vibe coding, and how to craft effective system prompts for better coding outcomes.

July 31, 2025

by Gaurav Gaur

CORE

· 2,254 Views · 7 Likes

Accessibility Basics for Building Telehealth Platforms With React Code Examples

If your telehealth app isn’t accessible, it’s a digital staircase. Build ramps. Your code can save lives — if it’s accessible. Here’s the cheat sheet.

July 31, 2025

by Ashim Upadhaya

· 1,663 Views

Immutable Objects Using Record in Java

Java 16 records simplify immutable class creation by automatically generating constructors, getters, and methods, reducing boilerplate code significantly.

July 30, 2025

by Davide Lorenzo Marino

· 6,897 Views · 2 Likes

The Latest Popular Topics