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The Latest Software Design and Architecture Topics

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Building a Production-Ready MCP Server in Python
Develop a production-grade MCP server in Python with JWT auth, scope-based governance, rate limits, and OTEL tracing for both STDIO and HTTP modes.
December 1, 2025
by Nabin Debnath
· 2,356 Views
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Level Up Your API Design: 8 Principles for World-Class REST APIs
Learn all about practical REST API design tips using the Richardson Maturity Model to build consistent, scalable, and easy-to-use APIs for developers.
November 28, 2025
by Akash Lomas
· 7,275 Views · 4 Likes
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Five Nonprofit & Charity APIs That Make Due Diligence Way Less Painful for Developers
Explore 5 top nonprofit & charity APIs that help developers simplify due diligence, verify organizations faster, and save valuable time.
November 28, 2025
by Muhammad Talha Mohsin
· 2,756 Views · 1 Like
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How To Restore a Deleted Branch In Azure DevOps
Deleted an Azure DevOps branch? Recovery is your responsibility. See how to restore branches and why a proper backup strategy is essential when failure strikes.
November 27, 2025
by Milosz Jesis
· 2,130 Views
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Mastering Fluent Bit: Controlling Logs with Fluent Bit on Kubernetes (update to Part 4)
This intro to mastering Fluent Bit covers what Fluent Bit is, why you want to use it on Kubernetes, and how to get back control of your logs in minutes.
November 27, 2025
by Eric D. Schabell DZone Core CORE
· 3,873 Views · 2 Likes
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AWS Airflow vs Step Functions: The Data Engineering Orchestration Dilemma
When you're building data pipelines in AWS, choosing between Managed Airflow and Step Functions isn't just a technical decision — it's a strategic one.
November 27, 2025
by Janani Annur Thiruvengadam DZone Core CORE
· 5,587 Views · 2 Likes
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Automating FastAPI Deployments With a GitHub Actions Pipeline
In this post, you’ll learn how to automate FastAPI deployments with GitHub Actions so every push runs tests and triggers a clean, hands-off deployment.
November 27, 2025
by Durojaye Olusegun
· 5,435 Views · 5 Likes
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Optimizing Trino Performance With Materialized Views in a Data Lake
In this article, learn how Trino materialized views boosted our Iceberg-based data lake, improving real-time query speed, reducing load, and cutting costs.
November 27, 2025
by Mikhail Povolotskii
· 1,640 Views
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The Fake "Multi" in Multi-Tenant: When SaaS Tenancy Models Backfire at Scale
Fake multi-tenancy leads to brittle deployments, bloated infrastructure, and security risks. Relying on flags collapses under real-world scaling and audit pressure.
November 27, 2025
by Matthew Ross
· 1,538 Views
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How to Push Docker Images to AWS Elastic Container Repository Using GitHub Actions
Learn how to automate CI/CD with GitHub Actions to build, tag, and push Docker images to AWS ECR, simplifying deployments directly from your repo.
November 26, 2025
by Purnima Upadhyaya
· 5,295 Views
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Top 5 Practices for Building Dockerized MCP Servers
Learn the best practices for building MCP Servers and use them to power your LLM-powered applications. Make sure your setup has isolation and is secure.
November 26, 2025
by Mahak Shah
· 6,643 Views
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Overview Of Observability As Code
Observability as Code allows teams to prioritize monitoring and telemetry within the software delivery lifecycle. It greatly enhances the reliability of your systems.
November 26, 2025
by sai saripalli
· 2,446 Views
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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
· 1,917 Views · 2 Likes
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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
· 4,899 Views
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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
· 4,027 Views
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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
· 1,366 Views · 1 Like
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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
· 3,700 Views
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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 DZone Core CORE
· 5,155 Views
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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
· 2,865 Views · 1 Like
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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
· 2,473 Views · 1 Like
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