Software Design and Architecture Resources

From Code to Runtime: How AI Is Bridging the SAST–DAST Gap

A practical exploration of how AI connects static code vulnerabilities with their potential runtime exploitability in modern cloud-native applications

January 9, 2026

by Atish Kumar Dash

· 1,696 Views · 1 Like

When Services Think for Themselves: Traditional Orchestration vs. Agentic AI Microservices

Why traditional orchestration falls short and how agentic AI enables predictive, autonomous microservices for modern cloud-native architectures.

January 8, 2026

by Atish Kumar Dash

· 2,443 Views · 1 Like

Telemetry-Driven AI Architecture: Closing the Loop from UX to Models

Most Android AI features fail after launch because they don’t learn from real users — this architecture logs predictions and user outcomes.

January 8, 2026

by Mohan Sankaran

· 2,866 Views · 5 Likes

Enterprise Kubernetes Failures: 20 Critical Misconfigurations Guardon Catches Before Outages

Kubernetes Misconfigurations Are Costing Enterprises Millions — Guardon Fixes More Than Just the “Top 20” YAML Mistakes.

January 8, 2026

by Sajal Nigam

· 2,209 Views · 2 Likes

Building a Containerized Quarkus API and a CI/CD Pipeline on AWS EKS/Fargate with CDK

This project demonstrates a production-ready approach to deploying a containerized Quarkus API on AWS EKS/Fargate, leveraging Infrastructure as Code through the AWS CDK.

January 8, 2026

by Nicolas Duminil

CORE

· 2,358 Views · 1 Like

Secure Log Tokenization Using Aho–Corasick and Spring

This article shows how to use the Aho–Corasick algorithm and deterministic tokenization in Spring Boot to intercept logs in real time, remove sensitive values.

January 8, 2026

by Balakumaran Sugumar

· 2,042 Views · 3 Likes

Managing Changing Hardware/Peripherals in a Robust Point of Sale System

This analysis discusses my thoughts on implementing a secure, scalable architecture to manage changing peripherals through programming to interface.

January 8, 2026

by Vaibhav Rastogi

· 1,578 Views

Handling Logging After Migrating UiPath to Automation Cloud

Learn about logging challenges after migrating UiPath Orchestrator to Automation Cloud and robot-level log ingestion as a scalable observability approach.

January 7, 2026

by RAVINDRA REDDY MADIREDDY

· 2,538 Views · 2 Likes

AWS Bedrock vs Azure OpenAI vs Gemini API: A Practical Comparison

Bedrock = multi-model flexibility, Azure OpenAI = Microsoft-centric enterprise, Gemini = long-context and multimodal with free tier.

January 7, 2026

by Jubin Abhishek Soni

CORE

· 4,603 Views · 1 Like

Implementing Idempotency in Distributed Spring Boot Applications Using MySQL

Implementing idempotency in distributed Spring Boot applications using MySQL row-level locking and transactions to handle concurrent requests safely.

January 7, 2026

by Balakumaran Sugumar

· 5,149 Views · 7 Likes

How to Send .NET Crash Dumps to Slack From an ECS Fargate Task

Get .NET crash dumps from AWS ECS Fargate automatically: leverage Amazon EFS, Amazon S3, AWS DataSync, and AWS Lambda to make debugging easier for your dev team.

January 7, 2026

by Alexander Sharov

· 1,818 Views · 2 Likes

Automated Deployment Using a CI/CD Pipeline (Mule 4 | CloudHub 2.0)

This tutorial demonstrates automated deployment using a CI/CD pipeline with Mule 4. It shows how code pushed to a Git repository triggers deployment automatically.

January 7, 2026

by ARINDAM GOSWAMI

· 2,670 Views · 1 Like

The Hidden Security Risks in ETL/ELT Pipelines for LLM-Enabled Organizations

As LLMs enter data pipelines, ETL/ELT becomes part of the AI security boundary, where untrusted inputs can introduce upstream risks.

January 7, 2026

by Vivek Venkatesan

· 3,413 Views · 2 Likes

Orchestrating Retail-Scale Data on Google Cloud

In this post, learn how to build scalable, reliable retail data pipelines with Google Cloud: Pub/Sub, Dataflow, BigQuery, and Cloud Composer in action.

January 7, 2026

by Balakrishna Aitha

· 1,157 Views

BYOLM with Spring AI & MCP: Secure, Swappable AI Everywhere

Spring AI and MCP empower BYOLM by enabling swappable language models with privacy, control, and extensibility. Learn more about this approach below.

January 6, 2026

by Soham Sengupta

· 1,547 Views

A Practical Guide to Semantic Caching With Redis LangCache

Learn how to use Redis LangCache to semantically cache LLM prompts and responses, reducing inference costs and improving performance.

January 6, 2026

by Subhashini Raman

· 2,889 Views · 2 Likes

Securing Verifiable Credentials With DPoP: A Spring Boot Implementation

DPoP binds access tokens to a client's key so even if intercepted, they can't be misused. It's mandatory for EUDI/HAIP 1.0 and supported since Spring Boot 3.5.

January 5, 2026

by Kyriakos Mandalas

CORE

· 3,976 Views · 4 Likes