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Latest Articles - DZone

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Kotlin Code Style: Best Practices for Former Java Developers
Many Kotlin projects mirror Java thinking—code that works but lacks Kotlin’s true strengths of conciseness, expressiveness, and safety, creating “Java with a Kotlin accent.”
January 12, 2026
by Konstantin Glumov
· 3,021 Views · 3 Likes
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Apache Spark 4.0: What’s New for Data Engineers and ML Developers
Spark 4.0 brings Spark Connect, enhanced SQL (PIPE, VARIANT), richer Python APIs, and advanced streaming — modernizing Spark for faster, more flexible 2025 workloads.
January 12, 2026
by harshraj bhoite
· 2,047 Views
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The Night We Split the Brain: A Telling of Control & Data Planes for Cloud Microservices
Split control and data planes with versioned snapshots and four contracts — routing, policy, limits, release — for safer rollouts and reliably boring systems.
January 12, 2026
by Bharath Kumar Reddy Janumpally
· 4,364 Views · 2 Likes
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Leveraging AI-Based Authentication Factors in Modern Identity and Access Management Solutions
Discover how AI is revolutionizing identity management by making authentication smarter, faster, more adaptive, and highly secure against evolving cyber threats.
January 12, 2026
by Atish Kumar Dash
· 1,378 Views · 1 Like
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Data Lakehouse vs. Data Mesh: Rethinking Scalable Data Architectures in 2026
Organizations are blending Data Lakehouse and Data Mesh paradigms — together forming a hybrid, future-ready data architecture.
January 12, 2026
by harshraj bhoite
· 3,214 Views · 3 Likes
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Why PostgreSQL Vacuum Matters More Than You Think
Learn how dead tuples slow queries, when to use autovacuum or manual Vacuum, and how tuning improves large or high traffic tables.
January 12, 2026
by arvind toorpu DZone Core CORE
· 2,441 Views · 3 Likes
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Pragmatic Paths to On-Device AI on Android with ML Kit
Use ML Kit to add on-device AI (Text/Barcode/OCR, Object & Pose, Translation) with simple Kotlin APIs-fast, offline, private.
January 12, 2026
by Mohan Sankaran
· 1,838 Views · 6 Likes
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Serverless Spark Isn't Always the Answer: A Case Study
Processing 500M+ records with 100 concurrent users under a 5-minute SLA demands smart architecture. We evaluate seven compute models and why hybrid approaches often win.
January 12, 2026
by Janani Annur Thiruvengadam DZone Core CORE
· 1,519 Views · 1 Like
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Why Encryption Alone Is Not Enough in Cloud Security
Practical Lessons from Real-World Scenarios That Clearly Demonstrate Why Relying on Encryption Alone Cannot Fully Protect Cloud Workloads
January 9, 2026
by Atish Kumar Dash
· 5,684 Views · 1 Like
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The Rise of Diskless Kafka: Rethinking Brokers, Storage, and the Kafka Protocol
Diskless Kafka stores all event data in object storage without using brokers for scalable and cost-efficient data streaming architectures.
January 9, 2026
by Kai Wähner DZone Core CORE
· 1,744 Views · 2 Likes
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Beyond Extensions: Architectural Deep-Dives into File Upload Security
Secure uploads by using whitelisted extensions, verifying "Magic Bytes," and storing files with randomized names in a non-executable sandbox.
January 9, 2026
by Akanksha Pathak DZone Core CORE
· 1,738 Views · 1 Like
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Mastering Fluent Bit: Developer Guide to Telemetry Pipeline Routing (Part 12)
This intro to mastering Fluent Bit covers telemetry pipeline routing mechanisms, tag-based, conditional, and label-based, with hands-on examples for developers.
January 9, 2026
by Eric D. Schabell DZone Core CORE
· 1,525 Views · 2 Likes
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How to Build and Deploy an AI Agent on Kubernetes With AWS Bedrock, FastAPI and Helm
Learn how to build, containerize, and deploy a lightweight, cloud-native AI agent on Amazon EKS using FastAPI, AWS Bedrock, Docker, and Helm.
January 9, 2026
by Chandrasekhar Rao Katru
· 3,460 Views · 6 Likes
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Essential Techniques for Production Vector Search Systems Part 2 - Binary Quantization
Proven techniques for production vector search including when to use each one, how to combine them effectively, trade offs to understand before deployment.
January 9, 2026
by Pavan Vemuri DZone Core CORE
· 1,912 Views · 3 Likes
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Multi-Region Apache Kafka using Synchronous Replication for Disaster Recovery With Zero Data Loss (RPO=0)
Kafka isn’t one-size-fits-all. Choose between self-managed, serverless, or BYOC deployments. New RPO=0 options now enable zero data loss for real-time applications.
January 9, 2026
by Kai Wähner DZone Core CORE
· 1,592 Views · 2 Likes
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From Code to Runtime: How AI Is Bridging the SAST–DAST Gap
A practical exploration of how AI connects static code vulnerabilities with their potential runtime exploitability in modern cloud-native applications
January 9, 2026
by Atish Kumar Dash
· 1,653 Views · 1 Like
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How AI Is Rewriting DevOps: Practical Patterns for Faster, Safer Releases
AI is reshaping DevOps by accelerating development, testing, and deployment while enhancing reliability through smart automation.
January 9, 2026
by Bhanu Sekhar Guttikonda DZone Core CORE
· 1,980 Views · 2 Likes
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Speak Their Language: How Communication Profiling Prevents Agile Delivery Breakdowns
This article introduces a practical framework for diagnosing and stabilizing delivery by treating communication as system infrastructure.
January 8, 2026
by Ella Mitkin
· 2,508 Views · 3 Likes
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When Services Think for Themselves: Traditional Orchestration vs. Agentic AI Microservices
Why traditional orchestration falls short and how agentic AI enables predictive, autonomous microservices for modern cloud-native architectures.
January 8, 2026
by Atish Kumar Dash
· 2,389 Views · 1 Like
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Essential Techniques for Production Vector Search Systems Part 1 - Hybrid Search
Proven techniques for production vector search including when to use each one, how to combine them effectively, and trade offs to understand before deployment.
January 8, 2026
by Pavan Vemuri DZone Core CORE
· 1,940 Views · 2 Likes
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