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The Latest Integration Topics

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Why Your Unified API Strategy Will Break
Unified APIs speed up early integration delivery by normalizing data schemas, but they don't support upmarket customers who need custom objects and unique fields.
August 13, 2026
by Bru Woodring
· 1,686 Views · 3 Likes
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Zone-Aware Routing in Kubernetes: Reducing Latency, Improving Resilience, and Lowering Cloud Costs
Stop paying the cross-zone tax: Kubernetes Services help, but gateways like Envoy Gateway and kgateway keep traffic local where it counts.
August 13, 2026
by Mayowa Fajobi
· 1,901 Views · 6 Likes
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From Microservices to Agent Services: The Next Architectural Shift
AI agents redefine service boundaries by introducing intent-driven orchestration, semantic capabilities, and autonomous decision services.
August 12, 2026
by Uthej Mopathi DZone Core CORE
· 2,990 Views · 3 Likes
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Building an AI-Powered Incident Triage Agent with .NET Aspire
A practical, code-driven tutorial on building an AI-powered incident triage agent using .NET 10 and .NET Aspire 9, and other modern tools.
August 10, 2026
by Muhammad Asif Nawaz
· 2,655 Views · 2 Likes
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GraphQL Isn’t Dead Yet, AI Agents Revived It
GraphQL was good at a time, then it simmered off. Is GraphQL about to make a comeback because of AI? Will GraphQL be able to serve better for AI Agents?
August 10, 2026
by Akash Lomas
· 1,413 Views · 3 Likes
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Build Your First Knowledge Graph From Unstructured Documents Using Python
Learn how to convert a small set of unstructured engineering documents into a searchable knowledge graph using Python, spaCy, and NetworkX.
August 6, 2026
by Sriharsha Makineni
· 2,252 Views · 2 Likes
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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
· 1,980 Views · 2 Likes
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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
· 5,340 Views · 2 Likes
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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
· 1,964 Views · 1 Like
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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
· 4,557 Views · 6 Likes
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Retrieval Augmented Generation With Spring AI 2.0, Claude, and PGvector
Build a RAG service with Spring AI 2.0, Claude, and PGvector that answers questions from your own documents with a single API key.
July 31, 2026
by Murat Balkan DZone Core CORE
· 2,945 Views · 2 Likes
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Building a Config-Driven SOAP/REST Integration Layer: One Service, Many Protocols
Learn how to build protocol-agnostic middleware that supports SOAP and REST integrations with configurable authentication and customer-specific transformations.
July 30, 2026
by Balaji Venkatasubramaniyar DZone Core CORE
· 2,936 Views · 1 Like
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How I Built a Star Wars Grogu Product Research Agent With Codex, Lark, and SerpApi
Built with Codex, SerpApi, OpenAI, and Lark, this lightweight AI agent compares Amazon products across the U.S. and Japan using live search data.
July 29, 2026
by Magenta Qin
· 2,196 Views · 2 Likes
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Microservices Architecture in Production: 7 Engineering Decisions That Determine Success or Failure
Microservices succeed when they're designed with clear service boundaries, reliable communication, independent data ownership, and strong operational practices.
July 28, 2026
by Mahipal Nehra
· 3,084 Views · 4 Likes
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From APIs to Agents: How Back-End Engineering is Evolving in 2026
Back-end engineering is moving from static APIs to autonomous, AI-driven agents that can plan, decide, and act—not just respond to requests.
July 24, 2026
by Nathan Smith
· 3,022 Views · 2 Likes
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API Testing Frameworks: How to Pick the Right One and Actually Use It Well
Learn how to choose the right API testing framework, including REST Assured, Supertest, pytest, Postman, Karate, and Keploy, for better API test automation.
July 23, 2026
by Himanshu Mandhyan
· 3,274 Views · 2 Likes
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Will AI Keep Us Stuck in 2020 Architectures?
AI coding assistants are deeply fluent in current Spring conventions, which raises a real question: does that lock architecture into 2020-era patterns? It turns out, no.
July 21, 2026
by Daniel Sagenschneider
· 3,364 Views · 2 Likes
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Spec-Driven Development Renamed an Old Problem; It Didn't Solve It
Spec-driven development improves AI coding, but keeping specs in sync remains the same challenge teams have faced with docs and READMEs for years.
July 21, 2026
by Sam K
· 4,192 Views · 2 Likes
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Mitigating Cache Stampedes in Dynamic API Translation Using Java 21 Virtual Threads
Building a dynamic API translation proxy that leverages Java 21 Virtual Threads and Redisson distributed locking to safely execute AI-driven schema mapping.
July 17, 2026
by Aniruddha Chatterjee
· 4,041 Views · 4 Likes
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How to Build a Brand Monitoring Dashboard With SerpApi and Python
Track your brand across Google News, YouTube, and online discussions in a single Python dashboard with data from SerpApi.
July 14, 2026
by Tomas Murua
· 3,854 Views · 2 Likes
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