Coding Resources

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

· 3,279 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

· 2,235 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

· 3,494 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

· 3,025 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

· 1,584 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

· 2,266 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

· 625 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

· 2,196 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

· 1,372 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

· 2,253 Views · 7 Likes

A Guide for Deploying .NET 10 Applications Using Docker's New Workflow

In this guide, learn how to containerize .NET 10 web apps with Docker, using multi-stage builds, docker init, and Compose for consistent, portable deployments.

December 11, 2025

by Naga Santhosh Reddy Vootukuri

CORE

· 5,140 Views · 2 Likes

How Migrating to Hardened Container Images Strengthens the Secure Software Development Lifecycle

Standardizing on hardened base images can help to promote SSDLC practices and convert vulnerability management into a predictable, SLA-backed workflow.

December 10, 2025

by Catherine Edelveis

· 1,702 Views · 2 Likes

Mastering Fluent Bit: 3 Tips for Telemetry Pipeline Multiline Parsers for Developers (Part 10)

This intro to mastering Fluent Bit covers the top three tips for speeding up the inner development loop using multiline parsers in telemetry pipelines.

December 10, 2025

by Eric D. Schabell

CORE

· 1,008 Views · 5 Likes

AI-Driven Alpha: Building Equity Models That Survive Emerging Markets

Enduring alpha requires engineering for resilience — regime awareness, stress testing, observability, and execution realism separate robust models from brittle ones.

December 9, 2025

by Srinivas Mudireddy

· 1,798 Views · 3 Likes

Designing Java Web Services That Recover From Failure Instead of Breaking Under Load

Failures happen constantly in web backends. This article explains how to design Java services that recover quickly instead of breaking under load.

December 9, 2025

by Krishna Kandi

· 3,130 Views · 5 Likes

An Analysis of Modern Distributed SQL

Learn about distributed SQL in modern data ecosystems, covering consensus, partitioning, serverless scaling, vector indexing, and production best practices.

December 9, 2025

by Abhishek Gupta

CORE

· 2,980 Views · 2 Likes

Top 5 Tips to Shrink and Secure Docker Images

You can shrink Docker images from over 1 GB to under 10 MB by using various techniques. The article talks about five tips that will help achieve this.

December 9, 2025

by Akash Lomas

· 1,883 Views · 4 Likes

Disaster Recovery Testing for DevOps

When we think of Disaster Recovery, we expect instant restoration after deletions, outages, or attacks — but is that really how it works in practice?

December 8, 2025

by Daria Kulikova

· 2,523 Views · 3 Likes

The "Unified Manifest" Pattern: Automating Blue-Green Deployments on Kubernetes

Automate Kubernetes blue-green deployments with a unified manifest. This pattern eliminates configuration drift, zero downtime, and cuts manual release steps by 84%.

December 8, 2025

by Dippu Kumar Singh

· 1,908 Views · 1 Like

Designing a CPU-Efficient Redis Cluster Topology

Learn how to design a Redis Cluster to minimize infrastructure cost by combining Docker & multi-master replication delivering the same performance with fewer VMs.

December 5, 2025

by Gaurav Rathor

· 2,439 Views · 3 Likes

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