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Latest Articles - DZone

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Hurley: A High-Performance HTTP Client and Load Testing Tool Engineered in Rust
Technical architecture, capabilities, and use cases of hurley, a project developed in Rust that functions as a general-purpose HTTP client and a performance testing tool.
February 20, 2026
by Dursun Koç DZone Core CORE
· 1,717 Views
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Why End-to-End Testing Fails in Microservice Architectures
End-to-end testing fails in microservices due to non-determinism, complex environments, slow feedback, and unclear ownership, making tests flaky and unreliable.
February 20, 2026
by Alok Kumar
· 2,492 Views
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A Unified Defense Against MITRE’s Top Injection Attacks
Attackers continue to exploit injection flaws — all ranked among the most dangerous weaknesses in MITRE’s 2025 CWE Top 25 list with 41 actively exploited vulnerabilities.
February 20, 2026
by Ravi Sastry Kadali
· 1,216 Views · 1 Like
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Queueing Theory for LLM Inference
Learn how to size GPU capacity, batching, and concurrency for strict latency SLOs in production-ready LLM inference with this analysis of queuing theory applications.
February 20, 2026
by Dhyey Mavani
· 1,589 Views
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From Prompts to Platforms: Scaling Agentic AI (Part 2)
Agentic AI platforms scale by combining evaluation, resilience, governance, telemetry-driven iteration, low-touch onboarding, and resource management.
February 19, 2026
by VIVEK KATARYA
· 1,985 Views · 1 Like
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AWS SageMaker HyperPod: Distributed Training for Foundation Models at Scale
Master distributed training at scale with AWS SageMaker HyperPod's resilient cluster management and high-performance interconnects.
February 19, 2026
by Jubin Abhishek Soni DZone Core CORE
· 1,415 Views
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Automating Unix Security Across Hybrid Clouds
Here is an architectural pattern for building a fully automated, cross-cloud patching engine using GitLab CI, Docker, and Ansible.
February 19, 2026
by Dippu Kumar Singh
· 1,763 Views
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Tools for Building Deterministic LLM Systems
LLMs are never deterministic, but with sufficient testing, you can push LLM-driven workflows close to the reliability bar of traditional software.
February 19, 2026
by Cornelius Renken
· 2,403 Views
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Mastering Serverless Data Pipelines: AWS Step Functions Best Practices for 2026
AWS Step Functions is central to modern serverless data engineering, yet many teams struggle to build pipelines that scale reliably in production.
February 19, 2026
by Jubin Abhishek Soni DZone Core CORE
· 1,950 Views
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Jetpack Navigation 3: A New Era for Navigation in Compose-Driven Android Apps
Jetpack Navigation 3 is a Compose-first redesign that replaces NavController and navigation graphs with a state-driven model where you own the back stack
February 19, 2026
by Artsiom Seliuzhytski
· 1,346 Views
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The Future of Agentic AI
Agentic AI replaces passive chatbots with goal-driven agents, while MCP standardizes tools to enable safe, scalable human-AI collaboration.
February 19, 2026
by John Vester DZone Core CORE
· 2,609 Views · 2 Likes
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The Developer’s Guide to Local LLMs: Building, Running, and Scaling With Ollama
The article discusses local LLMs through practical examples and, in depth, examines their limitations and specific aspects of real-world use.
February 19, 2026
by Iurii Iurchenko
· 2,674 Views · 5 Likes
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Embedding Store as a Platform on AWS: OpenSearch + Bedrock + S3 Needs SLAs, Governance, and Quotas
Vector search is not "just OpenSearch." It just needs to be run as a platform with SLAs, governance, and quotas to control drift, leaks, and out-of-control costs.
February 19, 2026
by Anusha Kovi DZone Core CORE
· 1,292 Views · 1 Like
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Production-Ready Observability for Analytics Agents: An Open Telemetry Blueprint Across Retrieval, SQL, Redaction, and Tool Calls
Standardize analytics agent observability with OpenTelemetry spans for policy, retrieval, SQL, verification, redaction, tools, capturing proof without sensitive payloads
February 18, 2026
by Anusha Kovi DZone Core CORE
· 2,054 Views · 1 Like
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Mastering the Gemini 3 API: Architecting Next-Gen Multimodal AI Applications
Explore Google Gemini 3 API’s architecture, native multimodality, and agentic workflows with a hands-on guide to building a production-ready multimodal AI.
February 18, 2026
by Jubin Abhishek Soni DZone Core CORE
· 1,750 Views · 1 Like
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10 Go Best Practices Every Backend Developer Should Know
This article covers battle-tested Go best practices covering tooling, code organization, error handling for cleaner, production-ready code.
February 18, 2026
by Akshay Pratinav
· 2,156 Views · 1 Like
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From On-Call to On-Guard: Hardening Incident Response Against Security-Driven Outages
Security incidents now cause outages. This article shows why SRE and security must share command, tooling, and automation to reduce response time.
February 18, 2026
by Oreoluwa Omoike
· 1,329 Views
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How to Build Permission-Aware Retrieval That Doesn't Leak Across Teams
Permission-aware retrieval ensures that the assistant uses only allowed information. A context graph enforces access control to prevent cross-team leakage.
February 18, 2026
by Anusha Kovi DZone Core CORE
· 1,368 Views · 1 Like
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Testing Legacy JSP Code
In this article, learn how to test JSP with the least effort while getting the most out of the automated tests, and keep focus on what matters.
February 18, 2026
by Zoltán Csorba
· 1,791 Views
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Why “At-Least-Once” Is a Lie: Lessons from Java Event Systems at Global Scale
At-least-once delivery keeps data flowing, but retries can duplicate effects, corrupting timelines. Reliability comes from replay-safe consumers and controlled effects.
February 18, 2026
by Krishna Kandi
· 3,205 Views · 2 Likes
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