Deployment Resources

How I Supercharged My GenAI App and Saved My Sanity

Finding a better way to handle real-time data for my GenAI app pushed me to rethink the tools I use—and that decision paid off in ways I never expected.

June 4, 2025

by Haymang Ahuja

· 1,581 Views · 1 Like

Automating Kubernetes RBAC Sync With LDAP Entitlements Using Python

Learn how I automated a Python script to sync LDAP entitlements with Kubernetes RoleBindings. Runs via CronJob to keep namespace access secure and up to date.

June 4, 2025

by Rajeev Chevuri

· 2,167 Views · 3 Likes

Maximizing Cloud Cost Efficiency: Intelligent Management of Non-Production Environments

Here's how to significantly reduce cloud costs for your non-production environments through intelligent resource management, along with the best practices to follow.

June 3, 2025

by Aruun Kumar

· 1,042 Views · 1 Like

Managing Encrypted Aurora DAS Over Kinesis With AWS SDK

Amazon Aurora DAS streams encrypted activity data via Kinesis for secure monitoring. This guide shows how to decrypt it using the AWS Encryption SDK.

June 3, 2025

by Shubham Kaushik

· 1,917 Views · 2 Likes

Improving Cloud Data Warehouse Performance: Overcoming Bottlenecks With AWS and Third-Party Tools

Cloud data warehousing performance can be optimized with AWS tools and third-party solutions like Matillion, Fivetran, and Looker.

June 3, 2025

by Dilip Kumar Rachamalla

· 3,079 Views · 1 Like

The Truth About AI and Job Loss

AI isn't just another technological shift; it's a race against time where it requires faster learning and adaptation than any previous technological transition.

June 2, 2025

by Niruta Talwekar

· 4,664 Views · 8 Likes

Scaling Azure Microservices for Holiday Peak Traffic Using Automated CI/CD Pipelines and Cost Optimization

Automate Azure microservice scaling with CI/CD, AKS, and IaC for cost-effective, error-free holiday peak traffic handling.

May 30, 2025

by Prabhu Chinnasamy

· 5,783 Views · 52 Likes

When Airflow Tasks Get Stuck in Queued: A Real-World Debugging Story

Fixed Airflow 2.2.2 tasks stuck in "queued" state by backporting a patch from v2.6.0, optimizing scheduler config, and deploying temporary workarounds.

May 29, 2025

by Gurmeet Saran

· 7,564 Views · 4 Likes

Monoliths, REST, and Spring Boot Sidecars: A Real Modernization Playbook

Modernization isn’t a rewrite, it’s a dance. Wrap REST around SOAP, sneak in AWS, and layer smartly. Change only what matters. Legacy can live modern.

May 29, 2025

by Chandra Sekhar Kondaveeti

· 6,125 Views · 2 Likes

How GitHub Copilot Helps You Write More Secure Code

GitHub Copilot can help you write more secure code — but only if you guide it correctly. This post walks through real examples.

May 29, 2025

by Ravi Teja Thutari

CORE

· 4,154 Views · 4 Likes

Comparing Managed Postgres Options on The Azure Marketplace

Azure offers several managed Postgres services designed for a variety of use cases. In this article, we review the key differences among them.

May 28, 2025

by Carlota Soto

· 4,644 Views · 2 Likes

How to Use AWS Aurora Database for a Retail Point of Sale (POS) Transaction System

Using Aurora, AWS's managed, highly scalable relational database, for a POS transaction system ensures efficient scaling to handle high transaction volumes.

May 28, 2025

by Spurthi Jambula

· 4,359 Views · 2 Likes

Optimizing Serverless Computing with AWS Lambda Layers and CloudFormation

Learn how AWS Lambda Layers and CloudFormation simplify serverless computing by managing dependencies and automating infrastructure provisioning.

May 27, 2025

by Srinivas Chippagiri

CORE

· 17,379 Views · 3 Likes

The End of “Good Enough Agile”

AI and Product Operating Models challenge outdated Agile rituals. Learn how teams must evolve from process-focused roles to strategic, outcome-driven leadership.

May 26, 2025

by Stefan Wolpers

CORE

· 7,846 Views · 4 Likes

The Evolution of Scalable and Resilient Container Infrastructure

Kubernetes made the container deployment scalable, resilient, and production-ready which completely changed how services operate.

May 26, 2025

by Siri Varma Vegiraju

CORE

· 4,974 Views · 3 Likes

Navigating and Modernizing Legacy Codebases: A Developer's Guide to AI-Assisted Code Understanding

Practical strategies for modernizing legacy codebases using AI-assisted development. Discover real-world case studies and technical approaches for efficient migration.

May 26, 2025

by Tom Smith

CORE

· 4,732 Views · 2 Likes

Scaling Microservices With Docker and Kubernetes on Production

This is a guide to scaling FastAPI microservices with Docker and K3s on Azure, covering service discovery, load balancing, observability, and optimized pipelines.

May 23, 2025

by Ravi Teja Thutari

CORE

· 6,904 Views · 11 Likes

Code Reviews: Building an AI-Powered GitHub Integration

An AI-powered code review assistant that integrates GitHub, a Flask app, and the qwen2.5-coder model on Ollama to automate code reviews.

May 22, 2025

by Vamshidhar Parupally

· 6,219 Views · 2 Likes

GitHub Copilot's New AI Coding Agent Saves Developers Time – And Requires Their Oversight

GitHub has launched a powerful AI coding agent in Copilot that writes code, fixes bugs, and opens pull requests.

May 22, 2025

by Aminu Abdullahi

· 5,214 Views · 2 Likes

Agile’s Quarter-Century Crisis

Despite 25 years of the Agile Manifesto, countless books, a certification industry, conferences, and consultants, we collectively struggle to make Agile work.

May 21, 2025

by Stefan Wolpers

CORE

· 3,188 Views · 3 Likes

The Latest Deployment Topics