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Latest Articles - DZone

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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
· 6,104 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
· 2,060 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
· 1,826 Views · 2 Likes
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Building a Local RAG App With a UI, No Vector DB Required
A step-by-step guide to building a complete retrieval-augmented generation (RAG) application with FAISS, LangChain, and Streamlit that runs 100% locally.
November 26, 2025
by Nabin Debnath
· 5,324 Views · 2 Likes
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Building AI Agents With Semantic Kernel: A Practical 101 Guide
Learn how to build a simple, production-ready AI agent using Microsoft’s Semantic Kernel, covering kernels, plugins, agents, observability, and scalability.
November 26, 2025
by Sharan Babu Paramasivam Murugesan
· 2,151 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
· 4,482 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
· 3,789 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
· 1,263 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
· 3,322 Views
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Vector Databases in Action: Building a RAG Pipeline for Code Search and Documentation
Build a semantic code search that understands meaning, not keywords, with AST parsing, embeddings, hybrid search, and LLM-powered documentation generation.
November 25, 2025
by Dinesh Elumalai DZone Core CORE
· 6,463 Views · 1 Like
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Revamping Real-Time Data Ingestion for Scalable Media Intelligence
AI-augmented microservices streaming architecture (Spring Boot, Kafka, Elasticsearch) to handle 8.64 million real-time media articles per day.
November 25, 2025
by Sindhukumar Rajakumaran
· 1,349 Views
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Integrating Lakeflow Connect With PostgreSQL: A Developer’s Complete Hands-On Guide From the Field
Traditional ingestion required custom ETL jobs that were costly to scale and maintain for PostgreSQL. To eliminate that overhead, I wired Lakeflow Connect for PostgreSQL.
November 25, 2025
by Jyoti Kunal Shah
· 8,862 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
· 4,757 Views
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Integrating Node.js Applications With MCP Servers
Learn how to integrate Node.js apps with Model Context Protocol (MCP) servers using the official @modelcontextprotocol/sdk and mcp-handler libraries.
November 25, 2025
by Surya Bhaskar Reddy Karri
· 3,713 Views · 6 Likes
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Dark Deployments and Feature Flags: 2025's DevOps Superpower
The successful DevOps team's secret? Dark deployments and feature flags, two deceptively simple concepts that have quietly revolutionized how smart teams ship software.
November 25, 2025
by Gideon Ali
· 1,739 Views · 2 Likes
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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
· 2,594 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
· 2,336 Views · 1 Like
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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
· 6,803 Views · 6 Likes
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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
· 2,903 Views · 1 Like
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How to Build Real-Time Transaction Monitoring Systems With Streaming Data
Learn how to build real-time transaction monitoring systems with streaming data, exploring architecture, challenges, and best practices.
November 24, 2025
by Meet Deltan
· 3,209 Views · 1 Like
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