Software Design and Architecture Resources

How Developers Use Synthetic Data to Stress-Test Models in Noisy Markets

Synthetic data lets quants stress-test equity strategies beyond noisy markets, preserving volatility, and building resilience before risking real capital.

October 14, 2025

by Jay Mehta

· 1,321 Views · 1 Like

Automating REST Interface Generation

This article explores the challenges faced, the solutions adopted, and the prospects for further improving the process. The rules vary depending on the guidelines.

October 13, 2025

by Francesco Panico

· 1,739 Views · 3 Likes

Apache Iceberg REST Catalog: The Key to Vendor-Agnostic Data Interoperability

In this article, I have demonstrated how Iceberg Data can be accessed through the Iceberg REST Catalog from Data Mesh with a simple Python application.

October 13, 2025

by Pravin Dwiwedi

· 2,609 Views · 1 Like

What Is API Testing?

API testing explained: Learn what an API is, its different testing types, tools, and benefits to improve software quality and reliability.

October 13, 2025

by Faisal Khatri

CORE

· 2,089 Views · 4 Likes

AI Infrastructure: Compute, Storage, Observability, Security, and More

In this final article, you will learn about AI infrastructure compute, storage, observability, optimization, security, and deployment architecture.

October 13, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 2,412 Views · 4 Likes

AI-Driven Developer Tools: Transforming the Future of Software Development

AI-driven developer tools boost speed, quality, and security in software development by automating coding, testing, and debugging.

October 13, 2025

by Ilya Dudkin

CORE

· 1,705 Views · 1 Like

Write Once, Enforce Everywhere: Reusing Rego Policies Across Build and Runtime

Stop writing the same policy twice. With the use of Rego, you can enforce the same exact rules, both in CI/CD and in production.

October 13, 2025

by Akshay Pratinav

· 2,020 Views · 2 Likes

Why Enterprise AI Needs Agentic Messaging Platforms

AI projects stall on plumbing, not progress. Agentic messaging platforms unify APIs, tools, and observability so teams can focus on AI logic.

October 13, 2025

by John Vester

CORE

· 1,313 Views

Long-Running Durable Agents With Spring AI and Dapr Workflows

Spring AI agentic patterns show how to coordinate multiple ChatClient calls to LLMs. We look at how Dapr Workflows can make these interactions durable and resilient.

October 10, 2025

by Mauricio Salatino

· 4,244 Views

Fixing a Test Involves Much More Than Simply Making It Pass

Learn why using Postman's 'Fix test' may mask bugs — tips to investigate failures, preserve test intent, and protect API reliability. Verify, then act.

October 10, 2025

by Stelios Manioudakis

CORE

· 4,770 Views · 3 Likes

AI-Assisted Kubernetes Diagnostics: A Practical Implementation

Proof-of-concept tool using GPT-4 to detect failing Kubernetes pods, analyze logs and events, and suggest fixes with human approval for common issues.

October 10, 2025

by Shamsher Khan

CORE

· 4,263 Views · 5 Likes

Securing HTTPS From the Inside Out: Preventing Client-Side Interception Attacks

Learn how such attacks occur, how attackers intercept and manipulate encrypted traffic, and what practical defenses can effectively prevent HTTPS interception.

October 10, 2025

by Navin Kaushik

· 1,933 Views · 3 Likes

Using LLMs to Automate Root Cause Analysis in Incident Response

LLMs streamline incident response by quickly identifying root causes from logs and alerts, cutting down manual effort and downtime.

October 9, 2025

by Venkatesan Thirumalai

· 4,471 Views · 3 Likes

Building a Supply Chain Digital Twin Technology

Learn about digital twin technology using Python in supply chain management: model supply chain networks, enhance decision-making, and optimize operations.

October 9, 2025

by Manvinder Kumra

· 2,099 Views · 1 Like

Virtualization Meets Acceleration: Powering AI Workloads

AI doesn’t need new infrastructure — just smarter use of what you already have. Scale it securely and efficiently using your existing Cisco and VMware infrastructure.

October 9, 2025

by Siva Kiran Nandipati

· 2,917 Views · 1 Like

Efficiently Reading Large Excel Files (Over 1 Million Rows) Using the Open-Source Sjxlsx Java API

The primary objective of this article is to prevent the "out of memory-Java heap issue" when reading large Excel files using the open-source "sjxlsx" library.

October 9, 2025

by Mahendran Chinnaiah

· 6,890 Views · 7 Likes