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Latest Articles - DZone

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Why LLM Pipelines Fail in Production and How Temporal and Kafka Fix Them
LLM pipelines fail from retries, failures, and long-running workflows; Kafka provides reliable event streaming, while Temporal ensures durable, fault-tolerant execution.
August 5, 2026
by Akhil Madineni DZone Core CORE
· 2,400 Views · 1 Like
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The Retry Budget Pattern: How to Stop Retry Storms in API-Led and Microservice Systems
Unbounded retries amplify outages instead of preventing them. A retry budget caps retries at a fraction of real traffic, keeping failures contained.
August 5, 2026
by Manjeera Chanda
· 1,465 Views · 1 Like
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Securing AI Agents at the API Layer: 5 Controls That Actually Matter
AI agents don't break your API rules; they expose the ones you never enforced. This article covers five gateway-level controls that bring autonomous agents under control.
August 5, 2026
by Priyanka Jayavel
· 2,053 Views · 1 Like
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Building an Async Validation API With AWS Bedrock Agents and Serverless Architecture
Build a serverless async API that uses AWS Bedrock Agents to validate business forms against 60+ rules in under 60 seconds, without blocking the user.
August 5, 2026
by Rohit Nagpal
· 1,343 Views
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Designing a Reliable Data Synchronization Layer: Idempotency, Ownership, and Observability
Four design decisions for a sync layer you can trust: single ownership, idempotent writes, cheap change detection, observability.
August 4, 2026
by Mike Beentjes
· 3,487 Views · 5 Likes
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Agentic RAG: Basic RAG Plus MCP Tool Calls
Classic RAG is great at answering "what does the policy say?" It's terrible at answering "how many leave days do I have left?"
August 4, 2026
by Balaji Venkatasubramaniyar
· 1,931 Views
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I Built a Java Version Manager by Fixing Other Tools' Open Bugs
There is no point in shipping another Java Version Manager unless it is best in class, so I mined the test suites and bug trackers of SDKMAN, jenv, mise, volta, and asdf.
August 4, 2026
by David Lerner
· 2,252 Views · 1 Like
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GraphRAG Retrieval Is Three Decisions: Granularity, Mechanism, and Paradigm
This article walks you through the major retrieval mechanisms with runnable Cypher examples and explains when to use each.
August 4, 2026
by Lokesh Prakash Manohar
· 1,124 Views
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Performance Testing With JMeter Beyond the Basics: Distributed Load, Realistic Profiles, and Identifying Security Bottlenecks
Learn how to build realistic JMeter load tests with production traffic patterns, distributed testing, session modeling, and security performance analysis.
August 4, 2026
by Srivenkata Gantikota
· 2,391 Views · 1 Like
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Understanding Agentic SDLC: The Future of Software Engineering
This article walks you through the fundamentals of agentic SDLC, its core components, and how it works in modern software engineering.
August 4, 2026
by Pavan Belagatti DZone Core CORE
· 2,456 Views · 2 Likes
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Engineering Production Agentic Systems: Part 3: The Topology
Learn how to design production-ready agentic AI systems with human-in-the-loop workflows, approval gates, loop controls, and safe termination strategies.
August 4, 2026
by Ram Ravishankar
· 1,941 Views
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Rethinking Java Design Patterns: From OOP to FP
This article aims to adopt a more systematic and practical approach to combining Java object-oriented principles in a functional style.
August 4, 2026
by Nicolas Duminil DZone Core CORE
· 5,203 Views · 7 Likes
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No Observability Tool Is the “Best”
There's no single "best" monitoring tool — like cars or pizza, "best" depends on your specific needs, budget, and skills.
August 3, 2026
by Leon Adato
· 1,372 Views · 1 Like
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Why AI Testing Needs Confidence Scores, Not Just Pass/Fail Results
AI testing needs more than pass/fail results. Confidence scores reveal uncertainty, improve reliability, and enable trustworthy enterprise AI.
August 3, 2026
by Rajeshkumar Rajaseakaran Nair
· 1,403 Views · 3 Likes
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The Tectonic AI Platform: A Framework for Taming App Sprawl and Data Fragmentation
Vibe coding and AI-driven development often lead to application sprawl and data fragmentation. Using a Tectonic AI Platform framework can help.
August 3, 2026
by Saravanan Muniraj
· 1,159 Views · 2 Likes
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Five Layers Between Your AI Agent and a Production Outage
Single-layer AI guardrails hit a 40% false-positive rate. My five-layer architecture on live AWS achieved 94% accuracy and 0% false negatives on destructive operations.
August 3, 2026
by Manvitha Potluri
· 1,096 Views · 1 Like
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Moving Beyond MediatR
Is MediatR solving a foundational problem for you, or is it merely acting as boilerplate code that your native framework can already handle?
August 3, 2026
by Akash Lomas
· 860 Views
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Why Enterprise AI Agents Fail: A Runtime Data Governance Pattern for Reliable Answers
Why enterprise AI agents fail on production data, and a runtime governance pattern using data contracts, lineage signals, and guardrails to prevent it.
August 3, 2026
by Avinash Maddineni
· 1,823 Views · 2 Likes
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How to Break Up Swift Concurrency
A technical deep dive into how blocking GCD calls and hidden deadlocks exhaust the Swift cooperative pool. Learn how to write safe, deadlock-free async code.
August 3, 2026
by Pavel Andreev
· 702 Views
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Calling GCP From AWS Without Static Keys Using Open-Source MultiCloudJ
This guide demonstrates exchanging an AWS SigV4 Request for a GCP access token to enable secure, zero-trust communication between clouds using MultiCloudJ.
August 3, 2026
by Sandeep Pal
· 1,034 Views · 2 Likes
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