Latest Articles

Make ML Models Work: A Real-World Take on Size and Imbalance

Overcoming NLP hurdles like large models and imbalanced data, the project used TF-IDF, class weighting, and simpler models for accuracy and efficiency.

March 25, 2025

by Gowsiya Syednoor Shek

· 2,732 Views · 1 Like

Mastering Async Context Manager Mocking in Python Tests

Simplify testing complex asynchronous Python code by mastering async context manager mocking with Pytest, ensuring reliable and maintainable test coverage.

March 25, 2025

by Aditya Karnam Gururaj Rao

· 6,940 Views · 2 Likes

Using KRaft Kafka for Development and Kubernetes Deployment

Simplify Kafka with KRaft—ditch ZooKeeper, streamline configs for Docker and Kubernetes, and integrate easily with Spring Boot for development and deployment.

March 25, 2025

by Sven Loesekann

· 6,254 Views · 6 Likes

Video Generation With Java: Leverage Nova and Amazon Bedrock

Learn how to generate videos using Amazon Nova on Amazon Bedrock with Java. This step-by-step guide covers AWS setup and Java code for video creation.

March 25, 2025

by Danil Temnikov

CORE

· 8,063 Views · 4 Likes

How to Get Word Document Form Values Using Java

This article discusses how the DOCX file structure stores form fields and values and suggests a few Java APIs that simplify retrieving DOCX form content.

March 25, 2025

by Brian O'Neill

CORE

· 5,759 Views · 1 Like

The Role of Sanity Testing in Performance Engineering

Sanity testing is often overlooked, yet it can catch script errors in minutes and prevent days of troubleshooting. Read this blog to learn how it is done right.

March 24, 2025

by Yam Sbar

· 3,297 Views · 1 Like

Hybrid Backup Strategies: On-Premises vs Cloud for DevOps

In this article, let's take a closer look at what a hybrid deployment model is, its benefits, and tips for transitioning to this backup strategy.

March 24, 2025

by Daria Kulikova

· 3,077 Views · 2 Likes

Text Clustering With Deepseek Reasoning

We will develop and understand a novel approach to text clustering and explain our inference results using the DeepSeek reasoning model.

March 24, 2025

by Kalpan Dharamshi

· 3,176 Views · 2 Likes

Breaking AWS Lambda: Chaos Engineering for Serverless Devs

Our serverless system crashed from traffic surges. With chaos engineering, we purposely broke Lambda, tested failures with AWS FIS, and achieved 99% uptime, 30s MTTR!

March 24, 2025

by Bharath Kumar Reddy Janumpally

· 5,929 Views · 3 Likes

How to Build a React Native Chat App for Android

In this article, learn to develop a React Native in-app chat and messaging with MirrorFly's SDK, including dependency setup and pre-built UI kit implementation.

March 24, 2025

by Alexander Samuel

· 4,413 Views · 3 Likes

5 Life Hacks to Protect Your Project from Escaped Defects

Prevents the appearance of escaped defects using left-shift testing, test prioritization, test optimization, exploratory testing, and knowledge transfer.

March 24, 2025

by Olha Holota

· 3,286 Views · 2 Likes

Supercharging Pytest: Integration With External Tools

Supercharge your Pytest workflow by integrating external tools for better test coverage, mocking, multi-environment testing, and debugging.

March 24, 2025

by Pradeesh Ashokan

· 3,535 Views · 2 Likes

Leverage Amazon BedRock Chat Model With Java and Spring AI

Learn to use Amazon Bedrock to build an app that sends text prompts to a model with Spring AI. This guide covers AWS setup, Spring AI config, and Bedrock integration.

March 24, 2025

by Danil Temnikov

CORE

· 9,938 Views · 5 Likes

Recommender Systems Best Practices: Collaborative Filtering

Recommender systems predict preferences using feedback, tackling sparsity and cold starts with collaborative filtering, matrix factorization, and hybrid models.

March 24, 2025

by Salman Khan

CORE

· 9,221 Views · 2 Likes

Introduce a New API Quickly Using Spring Boot and Gradle

Time to market can make or break any idea or solution. Check out how quickly a RESTful API can be created by leveraging ChatGPT, Spring Boot, Gradle, and Heroku.

March 24, 2025

by John Vester

CORE

· 36,910 Views · 7 Likes