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Latest Articles - DZone

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Why Small Language Models Are Transforming AI Adoption for Everyone
Small language models (SLMs) enable faster, efficient, and on-device AI, reducing costs while making advanced AI accessible to more users and businesses.
January 7, 2026
by Sanjaykumar Ghinaiya
· 2,388 Views · 1 Like
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RPA Validation in Life Sciences: 5 Pitfalls and How to Avoid Them
RPA in life sciences isn’t just about reducing costs or manual effort. It is about building bots that are up to regulations and scale globally.
January 7, 2026
by Venkatesh Kanneganti
· 1,477 Views · 1 Like
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Orchestrating Retail-Scale Data on Google Cloud
In this post, learn how to build scalable, reliable retail data pipelines with Google Cloud: Pub/Sub, Dataflow, BigQuery, and Cloud Composer in action.
January 7, 2026
by Balakrishna Aitha
· 1,375 Views
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Solving the Cold Start Problem in Edge AI: A Guide to Data-Saving Learning
Update edge AI models efficiently using Mix Up and contribution sampling to overcome domain shift with minimal data, ensuring continuous evolution without forgetting.
January 6, 2026
by Dippu Kumar Singh
· 3,772 Views
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Developer Tools That Actually Matter in 2026
The developer tools making real differences today are the ones solving the actual problems we face as developers every day.
January 6, 2026
by Vidyasagar (Sarath Chandra) Machupalli FBCS DZone Core CORE
· 9,348 Views · 3 Likes
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Metadata, Not Data Volume, Is the Real Bottleneck in Modern Data Lakes
In Apache Iceberg data lakes, growing snapshots and manifests often make metadata resolution — not data scanning — the primary performance bottleneck.
January 6, 2026
by Vivek Venkatesan
· 3,699 Views
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Why Data Engineers Need to Think Like Product Managers
Data engineers who think like product managers build more valuable, trusted, and user-centric data systems; they focus on outcomes, ownership, and UX, not just pipelines.
January 6, 2026
by harshraj bhoite
· 2,535 Views
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BYOLM with Spring AI & MCP: Secure, Swappable AI Everywhere
Spring AI and MCP empower BYOLM by enabling swappable language models with privacy, control, and extensibility. Learn more about this approach below.
January 6, 2026
by Soham Sengupta
· 1,732 Views
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Understanding Parquet Scans: How Readers Skip Work and Stay Fast
Parquet accelerates scans by skipping data through metadata driven pushdowns. This article explains how the main mechanisms work in practice.
January 6, 2026
by Hitarth Trivedi
· 2,761 Views · 1 Like
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6 Software Development and DevOps Trends Shaping 2026
In 2026, software teams scale delivery safely and efficiently using AI agents, semantic layers, platform engineering, supply-chain security, observability, and FinOps.
January 6, 2026
by Boris Zaikin DZone Core CORE
· 29,649 Views · 7 Likes
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A Practical Guide to Semantic Caching With Redis LangCache
Learn how to use Redis LangCache to semantically cache LLM prompts and responses, reducing inference costs and improving performance.
January 6, 2026
by Subhashini Raman
· 3,304 Views · 2 Likes
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Effectively Managing AI Agents for Testing
Agentic AI can transform testing—but only if it’s controlled. Start small, add guardrails, integrate tools, and scale autonomy once reliability and cost are proven.
January 6, 2026
by John Vester DZone Core CORE
· 4,678 Views · 1 Like
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Unlocking Hidden Value in Dirty Data: A Practical NLP Pattern for Legacy Records
Legacy systems are full of free-text fields where valuable business data goes to die. NLP pipelines turn messy maintenance logs into structured, actionable insights.
January 5, 2026
by Dippu Kumar Singh
· 1,492 Views · 5 Likes
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Securing Verifiable Credentials With DPoP: A Spring Boot Implementation
DPoP binds access tokens to a client's key so even if intercepted, they can't be misused. It's mandatory for EUDI/HAIP 1.0 and supported since Spring Boot 3.5.
January 5, 2026
by Kyriakos Mandalas DZone Core CORE
· 4,558 Views · 4 Likes
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Beyond the Spec Sheet: Performance Tuning a Massive DWH Migration on AWS
Migrating legacy data warehouses to the cloud is rarely a simple "lift and shift." Here’s a deep dive into solving EBS throughput issues on EC2.
January 5, 2026
by Dippu Kumar Singh
· 3,190 Views · 2 Likes
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Beyond Fuzzy Matching: Engineering a Multi-Signal ML Pipeline for CRM Deduplication
This article explores using blocking, fuzzy matching, geo proximity, and a Random Forest classifier to streamline records.
January 5, 2026
by Punitha Ponnuraj
· 990 Views · 1 Like
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Raw Agent Systems Explained: From Single Agents to Multi-Agent Networks
This study examines raw agent systems, from single-agent frameworks to multi-agent networks, and discusses LangGraph implementations and their significant challenges.
January 5, 2026
by Karthik Jeyapal
· 1,827 Views · 1 Like
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How to Perform Response Verification in REST-Assured Java for API Testing
Explore the various methods for extracting and verifying the API response body using the Rest-Assured framework in Java for API Testing.
January 5, 2026
by Faisal Khatri DZone Core CORE
· 3,549 Views · 1 Like
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Best Date Conversion Approaches in Java 8+
Java 8’s java.time API finally fixed the long-standing problems of Date and Calendar, but real applications still require constant conversion between time zones.
January 5, 2026
by Muhammed Harris Kodavath
· 3,317 Views · 2 Likes
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Building Your Own Ledger: A Solo Developer's Answer to Time and Money Chaos
This article provides a look at how developers can track time, manage projects, and link work to invoices without juggling multiple tools.
January 5, 2026
by Konstantin Om
· 1,400 Views
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