Testing, Deployment, and Maintenance Resources

Filtering Java Stack Traces With MgntUtils Library

Long stack traces make debugging painful. MgntUtils offers a simple Java utility to filter irrelevant lines, letting you focus on what matters in your logs.

August 20, 2025

by Michael Gantman

· 3,406 Views · 4 Likes

Operationalizing the OWASP AI Testing Guide: Building Secure AI Foundations Through NHI Governance

Align your AI pipelines with OWASP AI Testing principles using identity-based insights to monitor, enforce, and audit secrets and token usage best practices.

August 20, 2025

by Dwayne McDaniel

· 1,375 Views · 3 Likes

MCP Client-Server Integration With Semantic Kernel

Learn to integrate Semantic Kernel with Azure OpenAI and MCP to discover tools, register them as functions, and enable AI agents to invoke them dynamically.

August 20, 2025

by Anup Rao

· 5,267 Views · 3 Likes

Amadeus Cloud Migration on Ampere Altra Instances

Amadeus migrated flight search workloads to Ampere ARM VMs on Azure, achieving better performance, efficiency, and hybrid deployment flexibility.

August 20, 2025

by Craig Hardy

· 2,797 Views · 5 Likes

Containerized Intelligence: Running LLMs at Scale Using Docker and Kubernetes

Deploy powerful LLMs easily using Docker and Kubernetes. Scale with GPUs, fine-tune models, and automate inference workloads effortlessly.

August 20, 2025

by Anjan Kumar Ayyadapu

· 11,518 Views · 5 Likes

Building SQLGenie: A Natural Language to SQL Query Generator with LLM Integration

This article explores the journey of building SQLGenie, testing various Language Models (LLMs) to find the optimal solution for converting natural language to SQL queries

August 19, 2025

by Sangame Krishnamani

· 4,083 Views · 5 Likes

Agile AI Agents

Can ChatGPT’s Agent Mode really handle agile team tasks? I tested real use cases to see what it can do, what it misses, and where it needs improvement.

August 19, 2025

by Stefan Wolpers

CORE

· 1,793 Views · 3 Likes

Expert Techniques to Trim Your Docker Images and Speed Up Build Times

Use -slim base images, multi-stage builds, smart layer caching, and chained RUN commands to build lean, fast, and production-ready Docker images.

August 18, 2025

by Chirag Agrawal

· 4,283 Views · 5 Likes

Real-Time Analytics Using Zero-ETL for MySQL

Learn how to set up a zero-ETL integration from Amazon RDS for MySQL to Amazon Redshift using AWS CLI for real-time analytics without complex pipelines.

August 18, 2025

by Harpreet Kaur Chawla

· 1,822 Views · 2 Likes

10 Essential Bash Scripts to Boost DevOps Efficiency

Learn how to streamline your DevOps workflow with 10 practical Bash scripts for automation, monitoring, and system management.

August 18, 2025

by Durojaye Olusegun

· 3,267 Views · 9 Likes

Green DevOps: Building Sustainable Pipelines and Energy-Aware Cloud Deployments

This article explores how teams are measuring energy usage, optimizing pipelines, and deploying eco-conscious applications using modern tools and techniques.

August 15, 2025

by Gideon Ali

· 2,875 Views · 2 Likes

How to Architect a Compliant Cloud for Healthcare Clients (Azure Edition)

We share how we built a secure, compliant cloud on Azure for healthcare clients using native services like RBAC, CMK encryption, and policy enforcement.

August 15, 2025

by Kishore Thota

· 3,333 Views · 3 Likes

Consumer Ecosystem Design for Efficient Configuration Based Product Rollouts

Distributed architectures enable insurance teams to build scalable, configurable ecosystems—minimizing code changes and accelerating time to market.

August 15, 2025

by Ashish Shetti

· 1,579 Views · 1 Like

Virtualized Containers vs. Bare Metal: The Winner Is…

With the performance of VMs rapidly increasing, is weighing the benefits of containers running on VMs versus bare metal as straightforward as it used to be?

August 15, 2025

by Chris Ward

CORE

· 4,820 Views · 7 Likes

Amazon EMRFS vs HDFS: Which One Is Right for Your Big Data Needs?

Unlock the potential of your data strategy. Discover how EMRFS and HDFS can optimize big data processing on Amazon EMR. Make an informed choice for success.

August 15, 2025

by Satrajit Basu

CORE

· 2,884 Views · 2 Likes

A Comprehensive Comparison of Serverless Databases and Dedicated Database Servers in the Cloud

Serverless databases auto-scale, cut ops overhead, and offer pay-per-use pricing, ideal for cloud apps that prioritize agility over infrastructure.

August 14, 2025

by arvind toorpu

CORE

· 3,847 Views · 3 Likes

Scheduler-Agent-Supervisor Pattern: Reliable Task Orchestration in Distributed Systems

The Scheduler-Agent-Supervisor (SAS) pattern enables scalable, resilient, and maintainable distributed task execution through clear role separation.

August 13, 2025

by Arun Kumar Rajamandrapu

· 2,651 Views · 3 Likes

Designing Data Pipelines for Real-World Systems: A Guide to Cleaning and Validating Messy Data

Learn how to build a data sanitization pipeline to clean, validate, and monitor unstructured data to improve downstream reliability.

August 13, 2025

by Alessa Cross

· 2,453 Views · 1 Like

From Red to Resolution: How I Used AI to Diagnose and Recommend Fixes for Flaky Tests

Learn how to detect, diagnose, and fix flaky tests using AI and open-source tools and boost test reliability without changing your existing QA workflow.

August 13, 2025

by Arbaz Surti

· 3,416 Views · 4 Likes

Creating Serverless Applications With AWS Lambda: A Step-by-Step Guide

Learn to build scalable, cost-efficient serverless applications with AWS Lambda through this detailed, step-by-step guide.

August 13, 2025

by Bhanuprakash Madupati

· 73,769 Views · 17 Likes

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