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Latest Articles - DZone

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How to Build an MCP Server
Learn what Model Context Protocol (MCP) is and isn’t, how MCP clients and servers work, and how to build and test an MCP server locally using Python.
February 13, 2026
by Kumar Abhishek
· 2,349 Views · 3 Likes
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Scaling Enterprise RPA With Secure Automation and Robust Governance
Enterprise-grade automation, delivered securely, efficiently, and with strong governance at scale, helps achieve high reliability.
February 13, 2026
by Harris Anderson
· 1,417 Views
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Green AI in Practice: How I Track GPU Hours, Energy, CO₂, and Cost for Every ML Experiment
Practice Green AI by tracking GPU-hours, energy, and cost for every ML run, so you pick models that are not just accurate, but also cheaper, leaner, and greener.
February 13, 2026
by Sai Teja Erukude
· 3,770 Views · 2 Likes
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Introducing Sierra Charts
See how Sierra's new Charts feature can be used to easily add charting support to your client or server-side Java applications.
February 13, 2026
by Greg Brown
· 1,479 Views
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The Human Bottleneck in DevOps: Automating Knowledge with AIOps and SECI
DevOps pipelines are often automated, yet the operations side remains surprisingly manual. Here’s a framework to reduce toil using AIOps and the SECI model.
February 13, 2026
by Dippu Kumar Singh
· 1,662 Views · 1 Like
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Serverless Is Not Cheaper by Default
A clear-eyed breakdown of serverless costs — why they’re hidden, when they make sense, and how to choose between functions and containers before surprises hit your bill.
February 13, 2026
by David Iyanu Jonathan
· 2,237 Views · 1 Like
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A Developer-Centric Cloud Architecture Framework (DCAF) for Enterprise Platforms
Developer-Centric Cloud Architecture Framework (DCAF) introduces a platform architecture framework that codifies architectural intent through meaningful invariants.
February 12, 2026
by Chandrasekhar Rao Katru
· 2,839 Views · 6 Likes
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Mastering Postback Tracking and S2S Conversion Tracking
Postback tracking, also known as server-to-server (S2S) tracking, offers a privacy-friendly, robust way to record conversions without relying on client-side pixels.
February 12, 2026
by Stanislau Litvinau
· 2,060 Views
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AWS Bedrock Knowledge Bases: Comparing S3 Vector Store, OpenSearch, PostgreSQL, and Neptune for Cost and Performance
In this article, we compare the performance of AWS OpenSearch and S3 Vector Store to find the optimal balance between cost and speed.
February 12, 2026
by Artem Tokarev
· 2,434 Views
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Building an Identity Graph for Clickstream Data
A graph-based identity layer infers users from weak clickstream signals using weights and thresholds, leaves ambiguous events unmatched, and treats identity as auditable.
February 12, 2026
by Meihui Chen
· 1,245 Views
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Building Trust in LLM-Generated Code Reviews: Adding Deterministic Confidence to GenAI Outputs
LLMs are excellent at generating code reviews, but production systems need more than just recommendations — they need trust.
February 12, 2026
by pooja chhabra
· 1,369 Views
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Golden Paths for AI Workloads - Standardizing Deployment, Observability, and Trust
Golden Paths enable scalable AI by standardizing deployment, observability, drift detection, and governance as built-in platform defaults.
February 12, 2026
by Josephine Eskaline Joyce DZone Core CORE
· 1,814 Views · 2 Likes
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Backing Up Azure Infrastructure with Python and Aztfexport
We treat code as a first-class citizen, but our actual cloud state often drifts. Here’s how to build a Python-based “Time Machine” for Azure.
February 12, 2026
by Dippu Kumar Singh
· 1,452 Views
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Java Developers: Build Something Awesome with Copilot CLI and Win Big Prizes!
Join the GitHub Copilot CLI Challenge and build something with Copilot right in your terminal for cash prizes and tickets to GitHub Universe.
February 12, 2026
by Bruno Borges
· 2,545 Views
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Bootstrapping a Java File System
Apps self-managing files often implement custom APIs that bring different problems. Java's File System provides a way to self-manage files within standard Java APIs.
February 12, 2026
by Scott Sosna DZone Core CORE
· 2,469 Views · 1 Like
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Jakarta EE 12 M2: Entering the Data Age of Enterprise Java
Jakarta EE 12 aligns repositories, restrictions, queries, ORM, and NoSQL into a unified data model, making domain-centric data access a first-class platform feature.
February 11, 2026
by Otavio Santana DZone Core CORE
· 1,401 Views · 3 Likes
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Jakarta NoSQL in Jakarta EE 12 M2: A Maturing Story of Polyglot Persistence
Jakarta NoSQL in Jakarta EE 12 strengthens polyglot persistence with JCQL, fluent queries, projections, and richer APIs for unified Java–NoSQL integration.
February 11, 2026
by Otavio Santana DZone Core CORE
· 1,458 Views
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Information Security Outsourcing 2.0: Balancing Control, Cost, and Capability
Outsourcing security saves time but risks control. Learn how developers can choose trusted partners and stay secure without losing visibility.
February 11, 2026
by Alex Vakulov DZone Core CORE
· 1,479 Views
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Building a CRUD Application With Spring and SimpleJdbcMapper
In this article, learn about SimpleJdbcMapper, a simple wrapper around Spring JDBC libraries, making CRUD operations less verbose.
February 11, 2026
by Antony Joseph
· 3,138 Views · 1 Like
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How AI-Driven Software Automation Reduced Deployment Failures by 40%?
Deployment failures cost millions and exhaust teams. Learn how software deployment automation helps prevent release issues and ensures smoother launches.
February 11, 2026
by Nathan Smith
· 1,476 Views
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