Coding Resources

Recent Linux Kernel Features Relevant to System Design

A technical overview of new Linux system design features that improve performance, security, memory management, and hardware interaction.

December 22, 2025

by Rutvij Trivedi

· 1,537 Views · 2 Likes

Pandera: The Open-Source Framework for Data Validation

Pandera is an open-source library for validating DataFrame-like objects (such as pandas, Polars, and Dask) by defining schemas that specify column names, data types.

December 22, 2025

by Srinivasarao Rayankula

· 1,609 Views

Kubernetes 101: Understanding the Foundation and Getting Started

Learn when Kubernetes truly solves your problems versus when it adds unnecessary complexity — and get hands-on with both local and production cluster setup.

December 19, 2025

by Muhammad Sarwar

· 3,457 Views · 3 Likes

End-to-End Test Automation With Playwright, GitHub Page, and Allure Reports

Learn how to build a modern test automation pipeline with Playwright, GitHub Actions, and Allure Reports for reliable, scalable web app testing.

December 19, 2025

by Kailash Pathak

CORE

· 2,579 Views · 1 Like

Building AI Agents Using Docker cagent and GitHub Models

This article discusses the power of quickly building AI agents using the Docker cagent framework, along with integrating GitHub Models to avoid vendor lock-in.

December 18, 2025

by Naga Santhosh Reddy Vootukuri

CORE

· 2,815 Views · 1 Like

Agile Manifesto: The Reformation That Became the Church

Learn about how disruptive movements — from Luther to Agile — often harden into the orthodoxies they opposed, and how to follow principles, not rituals.

December 18, 2025

by Stefan Wolpers

CORE

· 1,705 Views · 5 Likes

Infrastructure as Code: How Automation Evolved to Power AI Workloads

Learn about how Infrastructure as Code progressed in 2025 and how it helped automation, particularly for provisioning AI infrastructure.

December 18, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 2,159 Views · 3 Likes

Momento Migrates Object Cache as a Service to Ampere® Altra®

Momento provides a serverless caching service that reduces operational complexity and delivers low-latency caching for cloud applications.

December 17, 2025

by Dave Neary

· 1,154 Views · 3 Likes

CMDB vs. IT Asset Management: Why Confusing Them Can Break Your IT Operations

Why mixing up CMDB and IT Asset Management can quietly cripple IT operations, and how to get them working together with true, frictionless alignment.

December 17, 2025

by Atish Kumar Dash

· 1,635 Views · 1 Like

What Apple’s Native Containers Mean for Docker Users

Run Linux containers natively on macOS 26. Apple’s new runtime removes Docker’s background VM for faster startups, tighter security, and smoother networking.

December 16, 2025

by Sylvain Kalache

· 7,992 Views · 4 Likes

Event-Driven Architecture's Dark Secret: Why 80% of Event Streams Are Wasted Resources

Your Kafka topics are bleeding money. Default retention, universal idempotency checks, and unmanaged DLQs waste 80% of event stream resources without anyone noticing.

December 16, 2025

by Dinesh Elumalai

CORE

· 3,328 Views · 8 Likes

Beyond Containers: Docker-First Mobile Build Pipelines (Android and iOS) — End-to-End from Code to Artifact

Docker handles Android builds end-to-end and iOS pre-build steps, enabling a hybrid CI pipeline. Run all prep inside Docker and use macOS only for final iOS builds.

December 15, 2025

by Swapnil Patil

· 2,349 Views

Virtual Threads in JDK 21: Revolutionizing Java Multithreading

The introduction of Virtual Threads in JDK 21 represents a major milestone for Java’s concurrency ecosystem. Understand the basics and best practices in this article.

December 15, 2025

by Jiwan Gupta

· 3,569 Views

Secrets in Code: Understanding Secret Detection and Its Blind Spots

Even the best secret scanners miss valid tokens in open-source projects. This research shares data and practical tips for safer API-key design.

December 12, 2025

by Jayson DeLancey

· 3,119 Views · 2 Likes

Synergizing Intelligence and Orchestration: Transforming Cloud Deployments with AI and Kubernetes

Leverage AI’s predictive analytics and automation with Kubernetes autoscaling and self‑healing to transform cloud deployments more efficiently.

December 12, 2025

by Sandeep Batchu

· 1,631 Views · 1 Like

How to Test POST Requests With REST Assured Java for API Testing: Part II

In this second part, learn how to use JSON Files, the Builder design pattern with the Datafaker library in Java, to test a POST API Request with REST Assured.

December 12, 2025

by Faisal Khatri

CORE

· 2,293 Views · 4 Likes

The Tinker and the Tool: Lessons Learned for Using AI in Daily Development

This article explores the necessary philosophical shift and practical workflow adjustments for developers using AI coding assistants. The biggest lesson is that the value of the human engineer has moved entirely to critical thinking and ultimate ownership.

December 12, 2025

by Ioan Tinca

· 650 Views · 1 Like

Taming Gen AI Video: An Architectural Approach to Addressing Identity Drift and Hallucination

Most Gen AI tools treat video as stateless images. Discover how better architectures, identity conditioning, and state-aware pipelines make AI video production reliable.

December 11, 2025

by Andrei Klubnikin

· 2,350 Views · 1 Like

A Diagnostic Framework for Investigating Model Performance Degradation in Production

This blueprint for a model performance drift post mortem can help build a resilient data and model ecosystem for reliable model performance in production.

December 11, 2025

by Sayantan Ghosh

· 1,408 Views · 1 Like

Advanced Docker Security: From Supply Chain Transparency to Network Defense

A practical guide to implementing SBOM generation and multi-tier network security in containerized environments. Includes real-world examples and CI/CD integration.

December 11, 2025

by Shamsher Khan

CORE

· 2,353 Views · 7 Likes

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