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The Latest Testing, Deployment, and Maintenance Topics

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Understanding Custom Authorization Mechanisms in Amazon API Gateway and AWS AppSync
This article compares the use of custom Lambda authorizers in AWS API Gateway and AWS AppSync, focusing on their respective approaches to API authorization.
March 13, 2026
by Leslie Daniel Raj
· 4,565 Views · 2 Likes
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Standards as the Invisible Infrastructure of Software
Standards align ecosystems, preserve knowledge, and prevent fragmentation — enabling portability, innovation, and long-term stability.
March 13, 2026
by Otavio Santana DZone Core CORE
· 2,920 Views
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Beyond the Heartbeat: Monitoring Agentic Systems
Agentic monitoring shifts from uptime to decision health — tracking reasoning, performance, resources, and outcomes across dynamic workflows.
March 12, 2026
by VIVEK KATARYA
· 3,159 Views
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The Human Bottleneck in DevOps Automating Knowledge with AIOps and SECI
DevOps pipelines are often automated, yet operations side remains surprisingly manual. Here’s a framework to reduce toil using AIOps and the SECI model.
March 12, 2026
by Soiure Coure
· 3,104 Views
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What Enterprise Architects Get Wrong About “Simple” SaaS Integrations
“Simple” SaaS integrations often mask deep complexity in architecture, data security, scalability, governance and maintenance.
March 11, 2026
by Suresh Kurapati
· 3,252 Views · 1 Like
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Building the Future-Proofing Forensics Pipeline with Dilithium
Future-proof forensic chains of custody against quantum attacks using Merkle trees, blockchain, and post-quantum cryptography.
March 11, 2026
by Rahul Karne
· 11,627 Views
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AWS EventBridge as Your System's Nervous System: The Architecture Nobody Talks About
EventBridge handles our 4M daily events. When Stripe changed APIs, we spent $1,200 and 4 days instead of $180K and 6 weeks.
March 11, 2026
by Dinesh Elumalai DZone Core CORE
· 6,565 Views · 1 Like
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Building Reliable Enterprise Systems with Workday: An Architect’s Perspective
In healthcare, Workday becomes a reliable enterprise platform when architects design resilient integrations, enforce data governance, and plan for scale.
March 11, 2026
by Suresh Kurapati
· 4,507 Views
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Building a Unified API Documentation Portal with React, Redoc, and Automatic RAML-to-OpenAPI Conversion
Learn how to build a modern static API documentation portal that supports both OpenAPI 3.x and RAML 1.0 specifications with automatic conversion.
March 11, 2026
by Sreedhar Pamidiparthi
· 5,649 Views
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Shifting Bottleneck: How AI Is Reshaping the Software Development Lifecycle
Continuous data-driven insights are critical for a successful and lasting AI adoption that goes beyond the initial hype phase.
March 10, 2026
by Ralf Huuck
· 3,945 Views · 2 Likes
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Designing Production-Grade GenAI Data Pipelines on Snowflake: From Vector Ingestion to Observability
Learn to build production-ready GenAI pipelines on Snowflake with delta-aware ingestion, scalable retrieval, and observability for reliability and cost control.
March 10, 2026
by Abhijit Ubale
· 2,763 Views · 1 Like
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How to Use AWS IAM Identity Center for Scalable, Compliant Cloud Access Control
This article explains how AWS IAM Identity Center centralizes access control and helps teams manage secure, compliant access across AWS environments.
March 9, 2026
by Ankush Madaan
· 2,320 Views
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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
· 2,820 Views
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Best Practices to Make Your Data AI-Ready
In this article, I share best practices for building a high-quality data management framework to support AI initiatives.
March 9, 2026
by Mykhailo Kopyl
· 4,833 Views · 1 Like
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Why Low Latency Financial Systems Still Favor Determinism
Low-latency financial systems value predictable worst-case behavior over speed. Near execution, control, determinism, and debuggability outweigh abstraction.
March 9, 2026
by Krishna Kandi
· 1,710 Views · 1 Like
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Software Testing in LLMs: The Shift Towards Autonomous Testing
Software testing is undergoing its biggest transformation in decades in the LLM era. Intelligent testing and self-verifying agents redefine testing across SDLC pipelines.
March 6, 2026
by Kathiresan Jayabalan
· 3,253 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
· 3,206 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
· 2,150 Views
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Clean Code in the Age of Copilot: Why Semantics Matter More Than Ever
Your codebase is essentially a prompt: messy abstractions and "God Classes" pollute the context window, causing AI models to hallucinate or generate bugs.
March 5, 2026
by Nikita Kothari
· 2,414 Views · 3 Likes
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Autoscaling Is Not Elasticity
Autoscaling is reactive, not resilient. Without caps, metrics, or overrides, it can worsen failures. True elasticity requires policy, testing, and bottleneck awareness.
March 5, 2026
by David Iyanu Jonathan
· 1,985 Views
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