Maintenance Resources

Practical Coding Principles for Sustainable Development

Over 15 years of software development experience and best practices for sustainable code, including reducing technical debt, refactoring, and automated testing.

January 22, 2025

by Denis Ermakov

· 9,255 Views · 1 Like

Advanced Bot Mitigation Using Custom Rate-Limiting Techniques

Custom rate limiting reduces bot traffic, cuts costs by 80%, improves stability by 50%, and enhances detection accuracy by 70% without disrupting user experience.

January 15, 2025

by Mikhail Baranov

· 17,752 Views · 65 Likes

Automating AWS Infrastructure Testing With Terratest

Terratest validates Terraform-based AWS resources, running checks and tearing them down afterward to catch issues early and prevent production misconfigurations.

January 8, 2025

by Sai Sandeep Ogety

CORE

· 6,547 Views · 15 Likes

Enhancing Cloud Cybersecurity for Critical Infrastructure Protection

Cloud computing enhances infrastructure but raises security risks. Developers must secure systems with zero trust, automation, and collaboration.

January 7, 2025

by Pooyan Hamidi

· 3,655 Views · 2 Likes

Version Control in Agile: Best Practices for Teams

Some version control practices for Agile teams to improve collaboration, streamline workflows, and prevent conflicts, ensuring efficient software delivery.

January 6, 2025

by Deepika Gupta

· 5,817 Views · 2 Likes

Incremental Jobs and Data Quality Are On a Collision Course

Big data isn’t dead; it’s just going incremental. But bad things happen when uncontrolled changes collide with incremental jobs. Reacting to changes is a losing strategy.

January 1, 2025

by Jack Vanlightly

· 5,892 Views · 1 Like

Driving RAG-Based AI Infrastructure

When paired with AI agents for workflow orchestration, RAG-based AI infrastructure excels in dynamic decision-making, analytics, and automation.

January 1, 2025

by Apurva Kumar

· 4,060 Views · 2 Likes

KubeVirt Implementation: Who Needs It and Why?

KubeVirt lets Kubernetes manage VMs with containers, streamlining infrastructure. It supports legacy apps, cuts costs, enhances flexibility, and is easy to deploy.

December 31, 2024

by Raza Shaikh

· 4,907 Views · 1 Like

Kubernetes Ephemeral Containers: Enhancing Security and Streamlining Troubleshooting in Production Clusters

Ephemeral containers in Kubernetes offer secure, short-lived debugging without disturbing primary workloads, then vanish — reducing risk and overhead.

December 30, 2024

by Sai Sandeep Ogety

CORE

· 11,384 Views · 14 Likes

AWS Performance Tuning: Why EC2 Autoscaling Isn’t a Silver Bullet

Deep dive into why Autoscaling isn’t a silver bullet and how engineers can augment it for better performance and cost efficiency.

December 25, 2024

by John Akkarakaran Jose

· 15,891 Views · 6 Likes

Ulyp: Recording Java Execution Flow for Faster Debugging

The article introduces Ulyp, an agent that can record the Java/Kotlin app execution flow. The tool can help understand code faster and debug more efficiently.

December 25, 2024

by Andrey Cheboksarov

· 7,856 Views · 2 Likes

Stress Testing for Resilience in Modern Infrastructure

Learn the importance of stress testing in building resilient modern infrastructure and practices to ensure your systems can withstand unexpected challenges.

December 24, 2024

by Ankush Madaan

· 3,808 Views · 3 Likes

The Art of Prompt Engineering in Incident Response

Explore the foundations, benefits, and best practices for mastering prompt engineering in Incident Response.

December 23, 2024

by Dimple Gajra

· 5,409 Views · 2 Likes

5 Signs You’ve Built a Secretly Bad Architecture (And How to Fix It)

Let’s figure out how to mitigate these five issues and transform your architecture into a strong foundation for innovation.

December 18, 2024

by John Vester

CORE

· 43,169 Views · 7 Likes

Using the Log Node in IBM App Connect Enterprise

This article explains how to log ExceptionList inserts into the activity log, and explores some scenarios which provide Log node hints and tips.

December 17, 2024

by Matthias Blomme

· 19,237 Views · 1 Like

Configuring Autoscaling for Various Machine Learning Model Types

This tutorial helps explore options for choosing the right autoscaling policy for maximum resource utilization using AWS Sagemaker.

December 17, 2024

by Koushik Balaji Venkatesan

· 10,476 Views · 6 Likes

Idempotency and Reliability in Event-Driven Systems: A Practical Guide

In this guide, learn how implementing robust idempotent patterns and leveraging tools can mitigate the risks posed by retries and duplicate events.

December 12, 2024

by Vikram Mohanagandhi

· 9,252 Views · 2 Likes

Strategies for Effectively Managing Terraform State

Master Terraform state management and explore strategies and best practices to ensure consistency, security, and efficiency in your infrastructure management.

December 6, 2024

by Ankush Madaan

· 9,318 Views · 2 Likes

Leveraging AIOps for Observability Workflows: How to Improve the Scalability and Intelligence of Observability

AIOps can be implemented into new and existing observability workflows to increase scalability and uptime, improve incident detection, and reduce manual effort.

November 30, 2024

by Pranav Kumar Chaudhary

· 4,457 Views · 4 Likes

Front-End Debugging Part 2: Console.log() to the Max

Learn advanced front-end debugging: use console log levels, CSS styles, assertions, and more to simplify and enhance your development workflow.

November 27, 2024

by Shai Almog

CORE

· 2,724 Views · 2 Likes

The Latest Maintenance Topics