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Latest Articles - DZone

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No More Cheap Claude: 4 First Principles of Token Economics in 2026
The era of subsidies is over. Adjust your way of using models accordingly.
May 20, 2026
by Stefan Wolpers DZone Core CORE
· 2,816 Views
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Beyond Chatbots: How AI Is Rewriting Entire Business Models
In this article, we will be talking about how Artificial Intelligence is going far beyond chatbots and is actively rewriting entire business models across industries.
May 20, 2026
by Anita Shah
· 1,019 Views
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Context Is the New Schema
Explains context engineering as a structured approach to managing AI context, drawing parallels to dimensional modeling to improve reliability and consistency.
May 20, 2026
by Sibanjan Das
· 868 Views
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How AI Coding Assistants Are Changing Developer Flow
In this article, I want to share our team's experience in applying AI to accelerate development, covering both the benefits and risks.
May 20, 2026
by Mykhailo Kopyl
· 1,445 Views
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Retesting Best Practices for Agile Teams: A Quick Guide to Bug Fix Verification
Retesting isn’t a checkbox — it’s discipline: reproduce, verify fixes, test edges, run regression, validate in staging, document, automate, and never skip it.
May 19, 2026
by Alok Kumar
· 2,476 Views · 1 Like
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Mocking Kafka for Local Spring Development
When you don't need a real Kafka cluster yet, a lightweight substitute can remove a lot of friction. Use a portable mock environment and wire it into your app.
May 19, 2026
by Roman Dubinin
· 3,092 Views · 1 Like
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Ujorm3: A New Lightweight ORM for JavaBeans and Records
Learn about Ujorm3, a new lightweight Java ORM for JavaBeans and Records. Enjoy type-safe native SQL mapping, zero reflection, and high performance.
May 19, 2026
by Pavel Ponec
· 2,147 Views · 1 Like
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Improving DAG Failure Detection in Airflow Using AI Techniques
A practical approach to enhancing DAG failure detection using AI to improve pipeline reliability and enable proactive intervention in large-scale data environments.
May 19, 2026
by Bruno Bocardo Guzoni
· 1,820 Views · 1 Like
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Agentic Testing: Moving Quality From Checkpoint to Control Layer
Learn how agentic testing reshapes QA by adding governance, traceability, and accountability to AI-driven workflows, ensuring speed doesn’t compromise quality.
May 19, 2026
by Kailash Pathak DZone Core CORE
· 1,631 Views
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S3 Vectors: How to Build a RAG Without a Vector Database
You don't need a vector database anymore. S3 Vectors gives you native vector storage + similarity search, serverless, at up to 90% less cost
May 19, 2026
by Jubin Abhishek Soni DZone Core CORE
· 1,447 Views
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Key Takeaways From Integrating a RAG Application With LangSmith
Learn how to integrate LangSmith with a RAG application to trace workflows, debug issues, and analyze performance, token usage, and cost in real-world AI systems.
May 19, 2026
by Binoj Melath Nalinakshan Nair DZone Core CORE
· 2,457 Views · 1 Like
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Lambda-Driven API Design: Building Composable Node.js Endpoints With Functional Primitives
Lambda handlers are just functions that normalize once, wrap cross-cutting concerns as higher-order functions, and keep business logic clean.
May 19, 2026
by Bhanu Sekhar Guttikonda DZone Core CORE
· 3,241 Views · 4 Likes
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Run Gemma 4 on Your Laptop: A Hands-On Guide to Google's Latest Open Multimodal LLM
Gemma 4 — architecture deep-dive, thinking mode, function calling, audio + image input, and a small project — no cloud, no API keys.
May 19, 2026
by Jubin Abhishek Soni DZone Core CORE
· 3,690 Views · 2 Likes
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OpenAPI From Code With Spring and Java: A Recipe for Your CI
Have you ever needed to generate OpenAPI documentation directly from your code and, more importantly, do it in a way that fits cleanly into a CI pipeline?
May 19, 2026
by Roman Dubinin
· 4,030 Views · 4 Likes
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The Vector Database Lie
Most teams don’t need vector databases. PostgreSQL + pgvector handles the majority of AI workloads with less complexity, lower cost, and comparable performance.
May 19, 2026
by David Taiwo Balogun
· 1,194 Views · 1 Like
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The Prompt Isn't Hiding Inside the Image
CLIP Interrogator is one of the most misunderstood tools in the Stable Diffusion ecosystem. It solves a real problem, which is why it won't go away.
May 19, 2026
by mike labs
· 1,133 Views
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Securing Everything: Mapping the Right Identity and Access Protocol (OIDC, OAuth2, and SAML) to the Right Identity
AuthN verifies identity and AuthZ defines access. Modern systems use OIDC, OAuth2, SAML, and M2M flows for secure human and machine access.
May 18, 2026
by Ananth Iyer
· 2,315 Views
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The Third Culture: Blending Teams With Different Management Models
44% of failed teams integrations are caused by cultural friction. One of the safest ways to reduce this risk is to build a third culture.
May 18, 2026
by Evgeniy Tolstykh
· 1,328 Views · 1 Like
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Smart Deployment Strategies for Modern Applications
Docker packages applications to ensure consistent and portable deployments. Kubernetes manages them with scaling, reliability, and automation in production.
May 18, 2026
by Manju George
· 3,676 Views
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Optimizing High-Volume REST APIs Using Redis Caching and Spring Boot (With Load Testing Code)
Cache reads with Redis, use @CachePut for write-through consistency, and prevent stampedes with distributed locks, then prove it works under load with JMeter.
May 18, 2026
by Mallikharjuna Manepalli
· 1,568 Views
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