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The Latest Software Design and Architecture Topics

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Building a Config-Driven SOAP/REST Integration Layer: One Service, Many Protocols
Learn how to build protocol-agnostic middleware that supports SOAP and REST integrations with configurable authentication and customer-specific transformations.
July 30, 2026
by Balaji Venkatasubramaniyar
· 1,568 Views
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Build Your Own Local AI QA Engineer With Docker, Ollama, LibreChat, and Playwright MCP
Learn how to build a completely local AI-powered QA Automation Engineer using Docker, Ollama, Qwen3:8b, LibreChat, and Playwright MCP.
July 30, 2026
by Faisal Khatri DZone Core CORE
· 6,615 Views
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AI in SRE: A Practical Autonomy Model for Self-Healing Infrastructure
A practical framework for graduated autonomy in self-healing infrastructure, covering three remediation tiers and policy-driven blast-radius controls for cloud SRE teams.
July 29, 2026
by Shraddhaben Gajjar
· 2,377 Views · 2 Likes
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How I Built a Star Wars Grogu Product Research Agent With Codex, Lark, and SerpApi
Built with Codex, SerpApi, OpenAI, and Lark, this lightweight AI agent compares Amazon products across the U.S. and Japan using live search data.
July 29, 2026
by Magenta Qin
· 1,719 Views · 1 Like
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What Nobody Tells You About Running AI Models in Docker
At 2 am, a bloated 14GB Docker image with baked-in weights crashed our inference service; externalizing weights and rethinking GPU isolation fixed it.
July 29, 2026
by Pruthvi Raj Seknametla
· 30,212 Views · 1 Like
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How to Protect Your AI Agents from Prompt Injection Attacks: An Active Defense Approach
Stop just blocking prompt injections. Learn how to use MIRAGE to trap AI agents in honeypots and force them to burn their own API tokens.
July 29, 2026
by Victoria Fonareva
· 2,424 Views
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From Idle Infrastructure to Elastic Capacity: Rethinking Kubernetes Scaling
As Kubernetes deployments expand across hybrid and multicloud environments, permanently provisioned infrastructure becomes an expensive default. Here's how scale-from-zero aligns capacity with actual demand instead of worst-case scenarios.
July 28, 2026
by DZone Staff
· 2,957 Views · 1 Like
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Microservices Architecture in Production: 7 Engineering Decisions That Determine Success or Failure
Microservices succeed when they're designed with clear service boundaries, reliable communication, independent data ownership, and strong operational practices.
July 28, 2026
by Mahipal Nehra
· 2,340 Views · 2 Likes
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Engineering Production Agentic Systems: Part 2: The Guardrails
Learn how production AI agents use tool contracts, authorization scopes, audit trails, and risk-based human approval to safely take autonomous actions.
July 28, 2026
by Ram Ravishankar
· 1,775 Views
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OpenTelemetry's OpAMP Potential Far Beyond Supporting Collectors
A look at the Open Agent Management Protocol (OpAMP) that has been created by the CNCF OpenTelemetry project and how it could deliver beyond OTel's needs.
July 27, 2026
by Phil Wilkins
· 1,771 Views
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Designing Secure REST APIs With Spring Boot
Learn how to secure Spring Boot REST APIs with JWT validation, method-level authorization, input validation, rate limiting, CORS, secure logging, and more.
July 27, 2026
by Srivenkata Gantikota
· 2,492 Views · 1 Like
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Securing Model Context Protocol Servers: 4 Gates From Code to Production
Secure MCP servers against prompt injection, data leaks, and denial-of-wallet with four practical, OWASP-aligned gates from code to production. Runnable code.
July 24, 2026
by Viquar Khan
· 3,685 Views · 2 Likes
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From APIs to Agents: How Back-End Engineering is Evolving in 2026
Back-end engineering is moving from static APIs to autonomous, AI-driven agents that can plan, decide, and act—not just respond to requests.
July 24, 2026
by Nathan Smith
· 2,466 Views · 1 Like
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The Rise of Agentic SRE: Humans, Agents, and Reliability
Agentic SRE speeds up incident response, but it also requires clear guardrails, strong observability, and human oversight.
July 23, 2026
by Neel Shah
· 3,906 Views · 1 Like
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Why AI-Generated Code Fails Security Reviews 45% of the Time
AI coding tools produce security flaws in 45% of outputs, yet developers trust the code more despite no security gains in two years.
July 23, 2026
by sunil paidi
· 2,939 Views
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Stop Writing If-Else Spaghetti: Architecting Cleaner Java with the Strategy Pattern
Stop writing messy nested conditionals. Learn how to combine Java Enums, Functional Interfaces, and Spring to build a scalable Strategy Pattern.
July 23, 2026
by Rahul Tewari
· 6,707 Views · 3 Likes
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API Testing Frameworks: How to Pick the Right One and Actually Use It Well
Learn how to choose the right API testing framework, including REST Assured, Supertest, pytest, Postman, Karate, and Keploy, for better API test automation.
July 23, 2026
by Himanshu Mandhyan
· 2,626 Views · 1 Like
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Why MCP Servers Lose Session State Behind Load Balancers
Moving an MCP server behind a load balancer changes how sessions behave, and can break long-running tool calls without obvious errors.
July 22, 2026
by Tanushree Das
· 4,161 Views · 2 Likes
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Refresh Token Rotation in Node.js: Stopping Token Theft Without Logging Users Out
Implementing refresh token rotation with reuse detection, a pattern that limits the damage of a stolen token while keeping legitimate users logged in.
July 22, 2026
by Bilal Azam
· 2,347 Views
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React 19 Killed Half My Performance Optimization Code, and I'm Grateful
React 19's compiler eliminated most of my useMemo and useCallback code. Table virtualization, optimistic updates, and route splitting still need manual attention.
July 22, 2026
by Rohit G
· 3,924 Views · 1 Like
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