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The Latest Popular Topics

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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 DZone Core CORE
· 4,116 Views · 2 Likes
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Building a Runtime Control Plane for Agentic AI: Lessons From Shipping Real Agents in Production
Practical patterns, code examples, and hard-earned lessons from implementing enforceable guardrails around autonomous agents in real enterprise environments.
July 24, 2026
by Geetha Sreenivasa Rao Repalle
· 3,711 Views · 2 Likes
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Building Production-Grade Semantic Search With GPT-5 and Microsoft Foundry, From Scratch
Learn key concepts like embeddings, vector search, chunking, hybrid search, semantic ranking, and how these pieces fit into a scalable, enterprise-grade AI application.
July 24, 2026
by Jubin Soni, FBCS DZone Core CORE
· 5,184 Views
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Engineering Production Agentic Systems: An Introduction
Explore a three-part field manual on building reliable production AI agents through context engineering, guardrails, and human-in-the-loop architecture.
July 24, 2026
by Ram Ravishankar
· 3,140 Views · 1 Like
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How to Build Living AI Coding Assistants With Quarkus Agent MCP
Supercharge local development with the standalone Quarkus Agent MCP server, allowing AI assistants to run, monitor, and debug Java applications.
July 23, 2026
by Daniel Oh DZone Core CORE
· 4,725 Views · 3 Likes
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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
· 3,134 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
· 7,613 Views · 3 Likes
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AI and Agentic: Promise, Peril, and Predictability
As the use of AI and agentic AI grows, organizations need to implement strong governance and guardrails to protect their users and themselves.
July 23, 2026
by Bikram Sinha
· 3,858 Views
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Treat Your AI's Output Like User Input
AI's output is untrusted input. Validate it, fence it in, and never hand it raw to anything that can do damage — the same reflex you already have for form data.
July 23, 2026
by Naveen Birru
· 2,198 Views
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How to Build a Solid Test Pipeline in the Era of Agentic AI Development
Learn to build a strong testing pipeline to ensure code quality, as in enterprises today most code is generated by AI agents at a huge volume and scale.
July 22, 2026
by Sai Rakshit Yerram
· 5,538 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
· 3,460 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
· 5,914 Views · 1 Like
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How Agentic AI Is Turning Traditional Automation Into a Tool Layer?
Agentic AI doesn’t replace traditional automation. It uses existing workflows, APIs, and systems as tools while handling decisions, exceptions, and complex tasks.
July 22, 2026
by Sagar Sahay Bhatnagar
· 3,591 Views
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Tracing the Agentic Loop: Monitoring Multi-Round-Trip MCP Calls With OpenTelemetry
The latest MCP spec mandates W3C tracing. Use Quarkus and OpenTelemetry to easily visualize disjointed, multi-round-trip AI agent workflows in production.
July 22, 2026
by Daniel Oh DZone Core CORE
· 3,451 Views · 1 Like
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Building Production-Ready AI Vector Search in Databricks: Chunking, Embeddings, ML Pipelines, and RAG
Build production-ready Databricks vector search with chunking, embeddings, Delta sync, index freshness, version control, and governance.
July 22, 2026
by Seshendranath Balla Venkata
· 2,371 Views · 1 Like
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The Production-Readiness Gap in AI-Generated Full-Stack Apps
AI-generated apps can look complete quickly, but production readiness still depends on security, backend design, data quality, and observability
July 22, 2026
by Satyam Nikhra
· 3,515 Views
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Beyond the Model: Building Real-World Machine Learning
Learn how MSOE bridges the gap between machine learning theory and production systems through data pipelines, deployment, monitoring, and automation.
July 21, 2026
by Craig Hardy
· 2,928 Views
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Will AI Keep Us Stuck in 2020 Architectures?
AI coding assistants are deeply fluent in current Spring conventions, which raises a real question: does that lock architecture into 2020-era patterns? It turns out, no.
July 21, 2026
by Daniel Sagenschneider
· 3,344 Views · 1 Like
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Hardening MCP Gateways: Mitigating July 28 Security Risks in Java Applications
The latest MCP updates introduce security risks like protocol confusion. Quarkus mitigates these vectors using strict request filtering and enterprise security layers.
July 21, 2026
by Daniel Oh DZone Core CORE
· 3,572 Views
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One Click From Requirements to Production: The Promise and the Reality
AI deployment demos always end before the hard part begins. Writing code is 20% of delivery. This article breaks down the hidden 80% that demos never show you.
July 21, 2026
by Sanketh Kumar Divveda
· 3,039 Views · 2 Likes
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