Testing, Deployment, and Maintenance Resources

Blueprint for Agentic AI: Azure AI Foundry, AutoGen, and Beyond

Azure AI Foundry and AutoGen enable scalable, collaborative AI agents that automate complex tasks with minimal human effort.

September 18, 2025

by Anand Singh

· 3,944 Views · 1 Like

Remote Android Management: A Step-by-Step Guide

Learn to build a reliable, subtle, and invisible tool to wirelessly control the volume of an Android phone using your computer and a Python script.

September 18, 2025

by Sergei Shaikin

· 1,840 Views · 2 Likes

Development of System Configuration Management: Summary and Reflections

Custom-built SCM enhances infrastructure reproducibility and automation, but persistent challenges require continuous architectural improvements and smarter decisions.

September 18, 2025

by Georgii Kashintsev

· 1,982 Views · 1 Like

Learn how to set up AWS Budget notifications with SNS using AWS CDK in TypeScript, including gotchas around IAM and KMS policies.

September 17, 2025

by Jeroen Reijn

CORE

· 2,759 Views · 2 Likes

Building a Platform Abstraction for EKS Cluster Using Crossplane

Build Crossplane abstractions that let your devs request EKS clusters without writing infrastructure code. Create XRD and composition to hide details.

September 17, 2025

by Ramesh Sinha

· 3,870 Views · 2 Likes

Terraform Compact Function: Clean Up and Simplify Lists

The compact() function ensures that only valid, non-null elements are included, helping prevent runtime errors during the apply phase.

September 17, 2025

by Mariusz Michalowski

· 3,472 Views · 6 Likes

Development of System Configuration Management: Performance Considerations

Integrated caching in Consul greatly improved SCM config delivery speed, using goroutines and checksums to reduce load, though deployment latency initially increased.

September 17, 2025

by Georgii Kashintsev

· 1,858 Views · 1 Like

Mastering Fluent Bit: Top 3 Telemetry Pipeline Input Plugins for Developers (Part 6)

This intro to mastering Fluent Bit covers handy tips and tricks for speeding up the inner development loop when integrating telemetry pipelines.

September 17, 2025

by Eric D. Schabell

CORE

· 2,046 Views · 3 Likes

How to Migrate from Java 8 to Java 17+ Using Amazon Q Developer

Learn how Amazon Q developer is speeding up application modernization and other benefits it offers to enterprises and developers

September 16, 2025

by Prabhakar Mishra

· 3,705 Views · 1 Like

Implementing a Weekly Release Cycle for Mobile Apps

Weekly app updates aren’t just fast, they’re smart. With automation, testing, and feedback loops, top apps like Calm and Spotify keep improving without chaos.

September 16, 2025

by Rutvij Shah

· 2,539 Views · 1 Like

Multi-Agent (Multi-Function) Orchestration With AWS Step Functions

Learn about multi-agent (multi-function) orchestration with AWS step functions, which helps to orchestrate the different functionalities to work as a task.

September 16, 2025

by Prabhakar Mishra

· 2,816 Views

From Laptop to Cloud: Building and Scaling AI Agents With Docker Compose and Offload

AI agents need more than one service. Docker Compose keeps them simple to run, and Docker Offload shifts workloads to cloud GPUs.

September 15, 2025

by Pragya Keshap

· 6,954 Views · 4 Likes

Shifting Left in Software Testing: Integrating AI-Driven Early Defect Detection into Agile Development Workflows

Integrating AI-driven "Shift Left" testing into Agile workflows helps teams detect software defects early, reducing costs, and boosting customer satisfaction.

September 12, 2025

by Gopinath Kathiresan

· 15,943 Views · 1 Like

Demystifying Kubernetes on AWS: A Comparative Analysis of Deployment Options

AWS offers six distinct Kubernetes deployment options. Your choice should align with your operational preferences, existing investments, and expertise.

September 12, 2025

by Aruun Kumar

· 2,865 Views · 2 Likes

Optimizing Cost and Carbon Footprint With Smart Scaling on AWS: Part 2

Move beyond queue-length-based scaling and use custom metrics for granular control and build smart triggers for scaling.

September 11, 2025

by Varun Dixit

· 2,426 Views · 2 Likes

Azure VM Instance Types and Their Roles in Different Distributed Software Systems

Azure provides various VM instance types optimized for compute, memory, storage, or GPU needs, such as Databricks, Snowflake, AKS, Synapse, and Azure Functions.

September 11, 2025

by Srinivasarao Rayankula

· 19,618 Views · 3 Likes

Supercharging Your Chatbot With Context-Aware AI on AWS

Tired of chatbots that feel like scripts? Learn how to build a context-aware, AI-powered chatbot that remembers, responds, and scales as per need.

September 10, 2025

by Jyostna Seelam

· 5,255 Views

Using ChartMuseum as a Helm Repository

ChartMuseum is a lightweight, open-source Helm Chart repository for Kubernetes. Learn how to deploy it, enable authentication, and integrate with CI/CD.

September 9, 2025

by Tanmay Batham

· 3,353 Views