Testing, Deployment, and Maintenance Resources

Pulumi: Modern Infrastructure as Code With Real Programming Languages

Pulumi is an Infrastructure as Code platform that lets developers and teams create, deploy, and manage cloud resources using familiar programming languages.

August 26, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 3,617 Views · 5 Likes

Debugging Distributed ML Systems

My ML model misclassified groceries as entertainment. Distributed tracing with OpenTelemetry and Jaeger helped me quickly find a caching bug causing it.

August 25, 2025

by Ramya Boorugula

· 1,703 Views

The Ephemeral Cloud: A New Blueprint for Infrastructure Efficiency With Crossplane and kube-green

Use Crossplane and kube-green to replace wasteful, always-on cloud environments with on-demand, ephemeral ones, dramatically cutting costs and environmental impact.

August 25, 2025

by Graziano Casto

CORE

· 1,811 Views · 1 Like

Orchestrating Complex Workflows With XState

Using XState to orchestrate backend workflows with serverless and container-based approaches and drawing performance comparisons.

August 25, 2025

by Abhiram Kandiraju

· 4,383 Views · 2 Likes

A Deep Dive into Behavior-Driven Development

Behavior-Driven Development (BDD) bridges the gap between technical and non-technical stakeholders by using plain-language scenarios to define and test software behavior.

August 22, 2025

by Srinidhi Goud Myadaboyina

· 3,467 Views · 6 Likes

Python Async/Sync: Advanced Blocking Detection and Best Practices (Part 2)

Master detecting hidden blocking sync code in Python async applications using timing wrappers, debug mode, profilers, and custom decorators for optimal performance.

August 22, 2025

by Prithviraj Kumar Dasari

· 4,708 Views · 5 Likes

How to Create Ansible Users and Add Passwords

The Ansible user module manages Linux and UNIX accounts declaratively, handling creation, updates, passwords, and groups.

August 22, 2025

by Mariusz Michalowski

· 2,707 Views · 3 Likes

Securing Cloud Applications: Best Practices for Developers

Securing cloud applications requires IAM, encryption, API security, monitoring, DevSecOps, Zero Trust, compliance, and proactive threat detection.

August 21, 2025

by Bhanuprakash Madupati

· 53,803 Views · 9 Likes

AI-Powered Root Cause Analysis: Introducing the Incident Investigator

Resolve cloud incidents faster with the AI Incident Investigator — an agent that finds the root cause of production issues and explains them in plain English.

August 21, 2025

by Marija Naumovska

CORE

· 2,950 Views · 3 Likes

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

· 3,482 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

· 1,442 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

· 5,400 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

· 2,830 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

· 11,725 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

· 4,157 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

· 1,854 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

· 4,398 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

· 1,876 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

· 3,345 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

· 2,957 Views · 2 Likes

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