Software Design and Architecture Resources

Rethinking the Software Supply Chain for Agents

Today’s CI/CD pipelines aren’t built for AI. To make agentic systems reliable and trustworthy, we must evolve from continuous integration to continuous intelligence.

November 26, 2025

by Shibashis Mishra

· 1,749 Views · 2 Likes

Scaling Identity Governance Without Connectors: The LDAP Directory IGA Integration Pattern

Achieve access governance without direct application connectors by leveraging the existing LDAP integration and groups as entitlement.

November 26, 2025

by Anant Wairagade

· 4,162 Views

LLMOps Under the Hood: Docker Practices for Large Language Model Deployment

LLMs need GPUs, libraries, and stable setups, which makes them hard to run. Docker simplifies this by packaging everything into portable containers.

November 26, 2025

by Pragya Keshap

· 3,613 Views

Securing Converged AI-Blockchain Systems: Introducing the MAESTRO 7-Layer Framework

Traditional security models aren’t enough: if you’re building or operating AI-blockchain platforms, you need MAESTRO’s multi-layered, adaptive security strategy to stay safe.

November 26, 2025

by Harpreet Singh

· 1,228 Views · 1 Like

Breaking the Chains of the GIL in Python 3.14

Python 3.14 officially makes the GIL optional. This deep dive explores the free-threaded architecture, performance trade-offs, and practical migration strategies.

November 25, 2025

by Nataraj Mocherla

· 3,088 Views

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

Test POST requests with REST Assured for API testing with this step-by-step guide for software test automation engineers, designed to build reliable API tests.

November 25, 2025

by Faisal Khatri

CORE

· 4,519 Views

Effective Strategies for AWS Cost Optimization

Proven tips and techniques for optimizing AWS costs, including monitoring usage, setting budgets, and leveraging cost-effective services

November 25, 2025

by Prabhakar Mishra

· 2,532 Views · 1 Like

Taming Async Chaos: Architecture Patterns for Reliable Event-Driven Systems

Event-driven systems scale fast — and break just as fast. The trick is expecting the chaos upfront and taming it with patterns and observability.

November 25, 2025

by Aakanksha Aakanksha

· 2,253 Views · 1 Like

DevSecConflict: How Google Project Zero and FFmpeg Went Viral For All the Wrong Reasons

The tension between security and open source highlights the struggle over responsibility as AI uncovers vulnerabilities faster than we can respond.

November 24, 2025

by Katie Paxton-Fear

· 6,405 Views · 6 Likes

When Chatbots Go Rogue: Securing Conversational AI in Cyber Defense

Chatbots boost business but pose data risks. Strong security and AI risk management protect trust, compliance, and customer safety.

November 24, 2025

by Arun Goyal

· 2,707 Views · 1 Like

Building a Retrieval-Augmented Generation (RAG) System in Java With Spring AI, Vertex AI, and BigQuery

Build a Java RAG application using Spring Boot, Vertex AI embeddings, BigQuery vector search, and a web UI for interactive PDF-based question answering.

November 24, 2025

by Mohammed Fazalullah Qudrath

· 6,832 Views · 8 Likes

Creating an MCP Client With Spring AI

This blog post outlines the creation of an MCP client using Spring AI, building upon a previously established MCP server.

November 24, 2025

by Gunter Rotsaert

CORE

· 4,501 Views · 2 Likes

Deploying a Serverless Application on Google Cloud

Deploy a Python serverless app on Google Cloud Functions with ease. Learn setup, deployment steps, best practices, and how to secure and optimize your function.

November 20, 2025

by Neel Shah

· 2,890 Views · 3 Likes

The Slow/Fast Call Orchestration: Parallelizing for Perception

By delivering a fast, lightweight response first and upgrading it with a slower, richer one later, slow/fast orchestration creates the illusion of zero latency.

November 20, 2025

by VIVEK KATARYA

· 2,271 Views · 2 Likes

How I Cut Kubernetes Debugging Time by 80% With One Bash Script

Built a bash script that analyzes Kubernetes clusters in 60 seconds, generating HTML/JSON/Markdown reports. Saved 70 minutes daily across 8 clusters.

November 20, 2025

by Shamsher Khan

CORE

· 5,459 Views · 4 Likes

Kubernetes CSI Drivers

What does a storage standard specification look like? Why do we need it, and which problem does it solve? How does it work in practice, and what impact can it have?

November 20, 2025

by Ramesh Sinha

· 3,150 Views · 2 Likes

Building Smarter Systems: Architecting AI Agents for Real-World Tasks

Event-driven agents use rules, not AI, to build scalable, reactive systems that automate tasks, boost resilience, and reduce complexity

November 20, 2025

by Vinod Veeramachaneni

· 2,108 Views

Iceberg Compaction and Fine-Grained Access Control: Performance Challenges and Solutions

Implementing fine-grained access control on Apache Iceberg can create major performance challenges. Learn how Glue, Redshift, and Athena handle FGAC at scale.

November 19, 2025

by Janani Annur Thiruvengadam

CORE

· 3,217 Views · 2 Likes

Zero Trust in API Gateways: Building Bulletproof Infrastructure With Istio and OPA

Traditional API security is broken. Perimeter defenses can't protect distributed microservices architectures where 83% of web traffic is now API-based.

November 19, 2025

by David Iyanu Jonathan

· 2,771 Views · 2 Likes

DPDK Cryptography Build and Tuning Guide

This is a guide to building and tuning DPDK with ARMv8, OpenSSL, and IPSec crypto libraries on Ampere processors for optimal packet-processing performance.

November 19, 2025

by David Zeng

· 1,747 Views · 1 Like

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