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Latest Articles - DZone

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Getting Started With RabbitMQ in Spring Boot
Learn RabbitMQ basics with Spring Boot, including exchanges, queues, routing keys, consumers, and Docker Compose in a hands-on example.
July 8, 2026
by Gunter Rotsaert DZone Core CORE
· 2,452 Views
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AI Is Making PHP Cool Again
The stack everyone called dead has an edge in the AI era, and it comes down to one boring thing: every Laravel project on earth puts the same file in the same place.
July 8, 2026
by Matt Watson
· 1,939 Views
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Reading Playwright Traces When Browser Automation Fails
When browser automation fails, the thrown error is usually three steps removed from the actual cause. Treat the Playwright trace as the source of truth.
July 8, 2026
by Cornelius Renken
· 1,573 Views
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Building Production-Grade Delta Lake Pipelines With Apache Spark on Databricks
This article walks through building a modern Databricks pipeline using the Medallion Architecture, explains Delta Lake's transaction log and ACID guarantees.
July 8, 2026
by Jubin Soni, FBCS DZone Core CORE
· 1,744 Views · 1 Like
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Real-Time Face Recognition Using OpenCV, Dlib, and Python
A practical walkthrough for creating a Python-based face recognition app that identifies known individuals in real time using OpenCV, Dlib, and Python.
July 8, 2026
by venkataramaiah gude
· 2,697 Views · 1 Like
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AI Won't Keep You from Hitting the Scalability Wall
AI coding tools can dramatically speed up integration builds — but speed isn't the bottleneck. The real issue is the long-term ownership cost.
July 8, 2026
by Bru Woodring
· 1,949 Views · 2 Likes
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Building an AI Incident Copilot: How I Automated the First 15 Minutes of Every Production Incident
incopilot is an open-source Python CLI that automates the first 15 minutes of production incident triage — collecting logs, detecting failure patterns, and incidents.
July 7, 2026
by Sudhakararao Sajja
· 3,186 Views · 1 Like
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R&D Engineering: Balancing Prototyping, Infrastructure, and Risk
R&D succeeds when teams build just enough infrastructure to validate the highest-risk technical assumptions without over-engineering or over-researching the problem.
July 7, 2026
by Chris Wardman
· 1,798 Views · 1 Like
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A Step-by-Step Guide to Implementing Columnar Tables in SQL Server
SQL Server columnar storage organizes data by columns instead of rows, delivering faster queries, better compression, and efficient analytics.
July 7, 2026
by arvind toorpu DZone Core CORE
· 2,901 Views · 1 Like
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How We Know What We Know
Testing produces evidence, evidence becomes feedback, and feedback helps us make decisions — even as AI reshapes how code is written and tested.
July 7, 2026
by Stelios Manioudakis DZone Core CORE
· 3,956 Views · 2 Likes
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AI Can't Defend What It Can't See
AI can only defend what it can see. Give it incomplete data, and it won't warn you. It quietly reports everything as healthy while real attacks slip through unseen.
July 7, 2026
by Jithu Paulose
· 2,534 Views · 2 Likes
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Designing Tool-Calling AI Agents That Survive Production: A LangGraph Approach
AI agents work in demos and break into production. This LangGraph tutorial builds tool-calling agents that are fail-safe: validated, bounded, and observable.
July 7, 2026
by Shubham Gupta
· 2,113 Views
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Building a Mortgage Agent With FRED Data, FastAPI, and LLM Tool Calling
A walkthrough of an open-source intelligent FastAPI app that pairs Freddie Mac benchmarks from FRED with a first-time buyer chat assistant.
July 7, 2026
by Sushma Kukkadapu
· 2,545 Views
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An XGBoost Property Valuation Postmortem: Leakage, Overfitting, and SHAP Surprises
V1 had an R² of 0.84 despite a random split. That was a garbage statistic — random splits give future comps away by training on time-dependent data, and Optuna wins.
July 7, 2026
by Tejas Ashok
· 2,376 Views · 1 Like
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How to Build a Production-Ready RAG Pipeline With Vector DBs
RAG prototypes are easy. Production RAG is not. This covers vector DB tradeoffs, chunking patterns, re-ranking, and evaluation setups that hold up at scale.
July 6, 2026
by Mark Saxon
· 3,981 Views · 1 Like
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Developer’s Checklist: How to Build an FHE Application
This step-by-step checklist breaks down FHE app development from plaintext design to encrypted implementation and offers open-source tools to get you started.
July 6, 2026
by David Archer
· 1,291 Views
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HTTP QUERY in Java: The Missing Method for Complex REST API Searches
HTTP QUERY gives Java REST APIs a cleaner way to handle complex searches with request bodies, avoiding long URLs and POST misuse while keeping reads explicit.
July 6, 2026
by Otavio Santana DZone Core CORE
· 2,527 Views
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Parquet vs Lance: How Storage Layout Changes the Read Path
Parquet is scan-oriented. Lance is access-oriented. The difference is how much data the reader touches before returning results.
July 6, 2026
by Hitarth Trivedi
· 2,266 Views · 1 Like
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Add Observability to Your React Native Application in 5 Minutes
A five-minute walkthrough for adding logs, traces, and error monitoring to a React Native iOS app using LaunchDarkly's Observability SDK, shown on a simple counter app.
July 6, 2026
by Alexis Roberson
· 2,111 Views · 5 Likes
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Azure Databricks for Scalable MLOps and Feature Engineering With Apache Spark, Delta Lake, and MLflow
A practical guide to feature engineering at scale with Azure Databricks, covering distributed data processing with Spark and reliable storage with Delta Lake.
July 6, 2026
by Jubin Soni, FBCS DZone Core CORE
· 1,509 Views
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