Software Design and Architecture Resources

Automating Maven Dependency Upgrades Using AI

Build an AI-driven Maven dependency upgrade pipeline that detects outdated libraries, applies safe updates, generates notes, and auto-creates tested PRs.

March 26, 2026

by Sravan Reddy Kathi

· 4,232 Views · 2 Likes

MinIO AIStor and Ampere® Computing Reference Architecture for High-Performance AI Inference

MinIO AIStor delivers high-performance, scalable object storage for AI workloads with Ampere CPUs, optimized for inference, analytics, and cloud-native environments.

March 26, 2026

by Tinh Nguyen

· 2,753 Views · 1 Like

When Kubernetes Says "All Green" But Your System Is Already Failing

Learn about how standard cluster observability misses the failure signals that matter most during real incidents, outages, and postmortems.

March 26, 2026

by Shamsher Khan

CORE

· 3,447 Views

From 30s to 200ms: Optimizing Multidimensional Time Series Analysis at Scale

Do multidimensional anomaly detection at scale, sharing strategies to speed up time series queries, achieving consistent sub-second performance.

March 26, 2026

by Suvodeep Pyne

· 2,820 Views

Document Generation API: How to Automate Personalized Document Creation at Scale

Learn how document generation APIs automate PDF and DOCX creation using templates and JSON data, with real-world use cases and a step-by-step Foxit DocGen implementation.

March 26, 2026

by Jakkie Koekemoer

· 3,534 Views · 3 Likes

Bringing AI Agents to Cloud Engineering: How Autonomous Operations Are Changing Reliability at Scale

AI agents turn cloud operations from reactive automation into adaptive systems by combining observability, autonomy, and engineering judgment.

March 26, 2026

by Arvind Gautam

· 102,879 Views

Data-Driven API Testing in Java With REST Assured and TestNG: Part 4

Learn how to perform data-driven API automation testing with Rest-Assured using JSON Files and TestNG's @DataProvider annotation.

March 26, 2026

by Faisal Khatri

CORE

· 3,668 Views

Privacy-Conscious AI Development: How to Ship Faster Without Leaking Your Crown Jewels

AI speeds up development can leak secrets when use third-party tools. Layer GHAS with Grype for local/offline vulnerability scanning.

March 25, 2026

by Hanna Labushkina

· 1,307 Views

Data-Driven API Testing in Java With REST Assured and TestNG: Part 3

Learn how to perform data-driven API automation testing with Rest-Assured using CSV Files and TestNG's @DataProvider annotation.

March 25, 2026

by Faisal Khatri

CORE

· 3,482 Views · 1 Like

Retries Will Bankrupt You Before Any Attacker Gets the Chance

Bad retries turn minor failures into major outages and bigger bills. Resilience without limits, jitter, and idempotency is just expensive failure.

March 25, 2026

by David Iyanu Jonathan

· 1,386 Views

Mastering Serverless Architecture: Event-Driven Design with Azure Functions and Cosmos DB

A comprehensive guide to building serverless event-driven systems using Azure Functions and Cosmos DB, featuring real-world patterns.

March 25, 2026

by Jubin Soni, FBCS

CORE

· 1,878 Views

Robust Network Layer in Swift via Clean Architecture Approach

In this article, learn how to build a highly testable and robust network layer in Swift using a Clean Architecture approach.

March 24, 2026

by Pavel Andreev

· 1,453 Views · 2 Likes

Data-Driven API Testing in Java With REST Assured and TestNG: Part 2

Learn how to perform data-driven API automation testing with REST Assured using Iterator and TestNG's @DataProvider annotation.

March 24, 2026

by Faisal Khatri

CORE

· 1,833 Views · 2 Likes

Understanding SHORTUSR/USRFIELDS in AUTHINFO to Meet 12-Character Identity Limits for MQ on Windows

Learn why IBM MQ on Windows hits a 12-character LDAP SHORTUSR limit and how to configure a different attribute for longer user IDs to work correctly.

March 24, 2026

by Ram Kasivisvanathan

· 1,151 Views

Beyond Reactive HPA: Designing a Predictive Autoscaler with KEDA and Time-Series Forecasting

Eliminate HPA scaling lag by wiring time-series forecasting (Prophet) into KEDA to provision pod capacity before traffic spikes hit.

March 23, 2026

by Nabin Debnath

· 2,544 Views · 1 Like

From 13,000 to 20,000+ Endpoints: Architecting Forensics for the Remote Workforce

Scale enterprise forensics by abandoning full-disk images in favor of automated, surgical artifact collection via EDR and cloud storage.

March 23, 2026

by Rahul Karne

· 10,037 Views

Getting Started With Qwen Code for Coding Tasks

In this article, learn about Qwen Code, a terminal-based AI coding assistant optimized for Qwen3-Coder. Learn setup, commands, testing, and workflow tips.

March 23, 2026

by Gunter Rotsaert

CORE

· 1,722 Views

Rate Limiting Strategies With Redis: Fixed Window, Sliding Window, and Token Bucket

Redis enables Fixed Window, Sliding Window, and Token Bucket rate limiting, each balancing implementation simplicity, enforcement precision, and efficiency.

March 23, 2026

by Vineet Bhatkoti

· 2,453 Views · 2 Likes

Modern Best Practices for Web Security Using AI and Automation

AI-driven security boosts threat detection, automates response, and enhances proactive defenses for smarter, faster, and safer cybersecurity operations.

March 20, 2026

by Sandesh Basrur

· 4,280 Views · 1 Like

Kubernetes Scheduler Plugins: Optimizing AI/ML Workloads

Custom Kubernetes scheduler plugins improve GPU utilization by understanding GPU topology, workload types, and gang scheduling requirements.

March 20, 2026

by Varun Kumar Reddy Gajjala

· 6,930 Views

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