Testing, Deployment, and Maintenance Resources

Scaling ML Experiments: The High-Throughput Playbook

Learn why A/B testing is vital for product decisions and how overlapping experiments boost speed, reduce bias, and scale learning across teams.

September 23, 2025

by Arun Thomas

· 950 Views · 1 Like

AI Infrastructure for Agents and LLMs: Options, Tools, and Optimization

This article explores the diverse infrastructure options and tools that are available for deploying and optimizing AI agents and large language models (LLMs).

September 22, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 4,544 Views · 7 Likes

How to Build Secure Knowledge Base Integrations for AI Agents

Learn how to build secure AI knowledge base integrations that protect data, enforce permissions, and power trusted enterprise agents.

September 22, 2025

by Gil Feig

· 3,275 Views · 2 Likes

Integrating AI Into Test Automation Frameworks With the ChatGPT API

Learn how integrating AI can generate realistic data for an automation framework, detect log anomalies, and enhance the reliability of CI/CD runs.

September 22, 2025

by Serhii Romanov

· 4,226 Views · 7 Likes

Stop Reactive Network Troubleshooting: Monitor These 5 Metrics to Prevent Downtime

The difference between reactive and proactive monitoring comes down to tracking the right network metrics and catching issues before they impact users.

September 22, 2025

by Sascha Neumeier

· 2,940 Views · 2 Likes

Azure IOT Cloud-to-Device Communication Methods

Learning and choosing the correct cloud-to-device communication method to send a message to the device using the Azure IoT Hub to build an effective IoT system.

September 22, 2025

by Anup Rao

· 2,892 Views

Think in Graphs, Not Just Chains: JGraphlet for TaskPipelines

JGraphlet is a tiny, zero-dependency Java library for building task pipelines. It uses a graph model where you define tasks as nodes and connect them.

September 22, 2025

by Shaaf Syed

· 1,598 Views · 1 Like

Distributed Cloud-Based Dynamic Configuration Management

This article is about creating dynamic configurations and efficiently reloading them with a cache to avoid charges for excessive calls.

September 19, 2025

by Alankrit Kharbanda

· 3,146 Views · 1 Like

7 API Integration Patterns: REST, gRPC, SSE, WS, and Queues

There are multiple API integration patterns. Today, I will compare seven of them across ten axes and dive deep into where they will shine.

September 19, 2025

by Bartłomiej Żyliński

CORE

· 2,448 Views · 3 Likes

LLMs for Debugging Code

Learn how LLMs can analyze code, assist in debugging workflows, and where their current limitations open space for future innovation.

September 18, 2025

by Surya Teja Appini

· 4,338 Views · 3 Likes

Disabling UseNUMA Flag When CPU and Memory Node Misalign in JDK

In this blog, I share why we should disable UseNUMA flag in JDK in case both CPU and memory node misalign. Please go through the blog for details.

September 18, 2025

by Swati Sharma

· 2,368 Views

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

· 3,856 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

· 1,729 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

· 1,902 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

· 2,688 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

· 3,793 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

· 3,415 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

· 1,787 Views · 1 Like