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The Latest Integration Topics

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The Inner Loop Is Eating The Outer Loop
The technical limitations that created the divide between the inner and outer loops are being solved just in time for agentic workflows to make merging them a necessity.
March 9, 2026
by Arjun Iyer
· 2,958 Views
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Hands-On With Kubernetes 1.35
Tested K8s 1.35's four key features on Azure VM: zero-downtime pod resizing, gang scheduling, structured auth, and node capabilities. All scripts and configs on GitHub.
March 6, 2026
by Shamsher Khan DZone Core CORE
· 3,295 Views · 1 Like
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Best OpenLens Alternatives for Kubernetes Visibility in 2025
OpenLens is a solid Kubernetes IDE, but as environments scale, teams need alternatives with better multi-cluster visibility and governance.
March 5, 2026
by Ankush Madaan
· 2,261 Views
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Why Front-End Performance Issues Are Commonly Back-End Issues
A significant portion of the front-end performance issues that arise are not due to the frontend at all but to the back-end APIs, dependencies, and infrastructure.
March 5, 2026
by Satyam Nikhra
· 2,552 Views · 1 Like
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AWS Transfer Family SFTP Setup (Password + SSH Key Users) Using Lambda Identity Provider + S3
Deploy a managed AWS Transfer Family SFTP server backed by S3, using a Lambda identity provider for password and SSH-key logins.
March 4, 2026
by Praveen Chaitanya Jakku
· 4,823 Views
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Token-Efficient APIs for the Agentic Era
TOON and TRON reduce token consumption by removing JSON's repetitive keys and delimiters, with TOON for tabular data and TRON for schema-stable agent flows.
March 4, 2026
by Vineet Bhatkoti
· 2,519 Views · 1 Like
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Network Fundamentals Every Backend Developer Must Know
Learn essential network fundamentals that every backend developer needs to master. Understand TCP/IP, DNS, HTTP protocols, and debugging to build better applications.
March 3, 2026
by Kamal Rawat
· 3,929 Views · 1 Like
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What Actually Breaks During Large-Scale S/4HANA Conversions (And How to Prevent It)
S/4HANA migrations break custom ABAP code and interfaces unless you proactively refactor code, SQL, and integrations to support the new data model and semantics.
March 3, 2026
by Deepika Paturu
· 1,882 Views
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AWS Step Functions + AI: Smarter Orchestration in Modern Applications
Learn to combine AWS Step Functions with Generative AI for scalable orchestration, featuring architecture patterns and code examples
March 2, 2026
by Jubin Soni, FBCS DZone Core CORE
· 1,832 Views
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Unified Intelligence: Mastering the Azure Databricks and Azure Machine Learning Integration
Bridge the gap between Big Data and production ML. Learn to integrate Azure Databricks with Azure Machine Learning for a seamless, scalable end-to-end MLOps workflow.
February 27, 2026
by Jubin Soni, FBCS DZone Core CORE
· 1,432 Views
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AWS Bedrock vs. SageMaker: Choosing the Right GenAI Stack in 2026
Deciding between Bedrock's serverless ease and SageMaker's deep control? This guide breaks down the 2026 AWS GenAI landscape for you.
February 26, 2026
by Jubin Soni, FBCS DZone Core CORE
· 1,699 Views · 1 Like
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How We Cut AI API Costs by 70% Without Sacrificing Quality: A Technical Deep-Dive
Intelligent caching and model routing reduced our AI API costs from $12,340 to $3,680 per month. Production-tested optimizer. Open source. MIT license.
February 25, 2026
by Dinesh Elumalai DZone Core CORE
· 1,734 Views · 1 Like
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Cutting P99 Latency From ~3.2s To ~650ms in a Policy‑Driven Authorization API (Python + MongoDB)
We cut tail latency by making queries index-friendly, removing cold-start connection costs, and overlapping third‑party I/O with computation.
February 25, 2026
by Rohit Muthyala
· 1,337 Views
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How to Integrate an AI Chatbot Into Your Application: A Practical Engineering Guide
A practical engineering guide to integrating an AI chatbot into your application, covering architecture, backend flow, NLP handling, security, testing, and deployment.
February 24, 2026
by Manthan Bhavsar
· 1,692 Views
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Integration Reliability for AI Systems: A Framework for Detecting and Preventing Interface Mismatch at Scale
Prevent AI system failure by enforcing contract consistency across four layers: validation, testing, runtime monitoring, and fail-fast boundaries.
February 24, 2026
by Anurag Jindal
· 1,849 Views
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Data Driven API Testing in Java with Rest-Assured and TestNG: Part 1
Learn how to perform data-driven API automation testing with Rest-Assured using object arrays and TestNG's @DataProvider annotation.
February 23, 2026
by Faisal Khatri DZone Core CORE
· 2,378 Views · 2 Likes
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Building a Sentiment Analysis Pipeline With Apache Camel and Deep Java Library (DJL)
This tutorial shows how to build a sentiment analysis pipeline entirely in Java using Apache Camel and Deep Java Library (DJL).
February 23, 2026
by Vignesh Durai
· 3,074 Views · 2 Likes
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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 Soni, FBCS DZone Core CORE
· 2,175 Views
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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 Soni, FBCS DZone Core CORE
· 2,001 Views · 1 Like
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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
· 1,914 Views · 1 Like
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