Software Design and Architecture Resources

Securing AI-Generated Code: Preventing Phantom APIs and Invisible Vulnerabilities

AI coding tools accelerate delivery but create new security blind spots. Learn how phantom APIs emerge — and what developers can do to catch them early.

January 15, 2026

by Igboanugo David Ugochukwu

CORE

· 2,089 Views · 1 Like

DevSecOps for MLOps: Securing the Full Machine Learning Lifecycle

Why ML systems are uniquely vulnerable to security attacks — and how MLSecOps closes the gaps in data, models, and pipelines.

January 15, 2026

by Igboanugo David Ugochukwu

CORE

· 2,035 Views · 2 Likes

Taming Reinforcement Learning Chaos: An MLOps Architecture for Experiment Management

Reinforcement learning is powerful, but managing thousands of iterations is a nightmare. Here is a practical architecture for building a lightweight experiment system.

January 15, 2026

by Dippu Kumar Singh

· 1,294 Views · 1 Like

Resilient API Consumption in Unreliable Enterprise Networks (TypeScript/React)

Build robust React clients with explicit timeouts, retries, circuit breakers, cancellation, idempotency, and optimistic UI, plus Axios–RTK Query integration guidance.

January 15, 2026

by Hanna Labushkina

· 3,384 Views · 3 Likes

Real-Time Recommendation AI Architecture: Streaming Events and On-Device Ranking

This Android recommendation architecture streams events to the backend and uses on-device ranking to deliver fast, resilient, privacy-aware recommendations.

January 15, 2026

by Mohan Sankaran

· 1,143 Views · 6 Likes

Why Browsers Are the Weakest Link in Zero Trust Architectures

Why Zero Trust architectures fail when browsers are left unsecured — and how to make the browser a strong security control point

January 14, 2026

by Atish Kumar Dash

· 1,148 Views · 1 Like

How to Secure a Spring AI MCP Server with an API Key via Spring Security

Discover how to protect your Spring AI MCP server with an API key, including clear instructions, sample code, and recommended security practices.

January 14, 2026

by Horatiu Dan

CORE

· 3,894 Views · 7 Likes

Revisiting the 7 Rs of Cloud Migration with Real-World Examples

An in-depth analysis of cloud migration strategies, examining how different approaches apply to individual scenarios using real-world enterprise examples.

January 13, 2026

by Atish Kumar Dash

· 1,648 Views · 1 Like

Architecting a Production-Ready GenAI Service Desk

Building a GenAI chatbot for IT support is easy. Building one that actually solves tickets is hard. Here is a blueprint to boost resolution rates using GenAI.

January 13, 2026

by Dippu Kumar Singh

· 1,560 Views

Architecting Observability in Kubernetes with OpenTelemetry and Fluent Bit

Microservices solve scalability problems but introduce troubleshooting nightmares. Here is a practical architectural pattern to unify logs, metrics, and traces.

January 13, 2026

by Dippu Kumar Singh

· 5,530 Views · 1 Like

The Timeless Architecture: Enterprise Integration Patterns That Exceed Technology Trends

There are five core integration patterns that have proven to be long-lasting over the years and continue to shape up modern architectures.

January 13, 2026

by Anant Wairagade

· 2,774 Views · 1 Like

MCP Servers Are Everywhere, but Most Are Collecting Dust: Key Lessons We Learned to Avoid That

Teams rushing to build MCP servers are discovering that enthusiasm doesn’t translate into usefulness. This article unpacks why and how to make your MCP server valuable.

January 13, 2026

by Thomas Johnson

CORE

· 2,631 Views · 4 Likes

Supercharge AI Workflows on Azure: Remote MCP Tool Triggers + Your First TypeScript MCP Server

Remote MCP in Azure Functions exposes serverless tools for AI assistants, enabling scalable, cloud-native workflows with Azure services and bindings.

January 13, 2026

by Swapnil Nagar

· 2,100 Views · 1 Like

The Night We Split the Brain: A Telling of Control & Data Planes for Cloud Microservices

Split control and data planes with versioned snapshots and four contracts — routing, policy, limits, release — for safer rollouts and reliably boring systems.

January 12, 2026

by Bharath Kumar Reddy Janumpally

· 8,313 Views · 2 Likes

Leveraging AI-Based Authentication Factors in Modern Identity and Access Management Solutions

Discover how AI is revolutionizing identity management by making authentication smarter, faster, more adaptive, and highly secure against evolving cyber threats.

January 12, 2026

by Atish Kumar Dash

· 1,414 Views · 1 Like

Why Encryption Alone Is Not Enough in Cloud Security

Practical Lessons from Real-World Scenarios That Clearly Demonstrate Why Relying on Encryption Alone Cannot Fully Protect Cloud Workloads

January 9, 2026

by Atish Kumar Dash

· 5,715 Views · 1 Like

Beyond Extensions: Architectural Deep-Dives into File Upload Security

Secure uploads by using whitelisted extensions, verifying "Magic Bytes," and storing files with randomized names in a non-executable sandbox.

January 9, 2026

by Akanksha Pathak

CORE

· 1,776 Views · 1 Like

Mastering Fluent Bit: Developer Guide to Telemetry Pipeline Routing (Part 12)

This intro to mastering Fluent Bit covers telemetry pipeline routing mechanisms, tag-based, conditional, and label-based, with hands-on examples for developers.

January 9, 2026

by Eric D. Schabell

CORE

· 1,564 Views · 2 Likes

How to Build and Deploy an AI Agent on Kubernetes With AWS Bedrock, FastAPI and Helm

Learn how to build, containerize, and deploy a lightweight, cloud-native AI agent on Amazon EKS using FastAPI, AWS Bedrock, Docker, and Helm.

January 9, 2026

by Chandrasekhar Rao Katru

· 3,542 Views · 6 Likes

Multi-Region Apache Kafka using Synchronous Replication for Disaster Recovery With Zero Data Loss (RPO=0)

Kafka isn’t one-size-fits-all. Choose between self-managed, serverless, or BYOC deployments. New RPO=0 options now enable zero data loss for real-time applications.

January 9, 2026

by Kai Wähner

CORE

· 1,618 Views · 2 Likes

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