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The Latest Software Design and Architecture Topics

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You Don't Get to Retrofit Trust: Why API Security Must Be Designed In, Not Bolted On
A field-level examination of how one startup got it right — and what the rest of the industry keeps getting catastrophically wrong.
May 27, 2026
by Igboanugo David Ugochukwu DZone Core CORE
· 3,217 Views
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Setting Up a Data Catalog With Azure Purview and Collibra: What Three Attempts Taught Me
Setting up a data catalog isn’t just a tool problem. My work with Azure Purview and Collibra showed success depends on governance, metadata, and adoption.
May 27, 2026
by Kuladeep Sandra
· 4,189 Views
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Architecting Zero-Trust AI Agents: How to Handle Data Safely
Transitioning AI agents from POC to production requires moving beyond permissive access to a zero-trust architecture. This covers the essential security layers.
May 26, 2026
by Felicia Thomson
· 5,995 Views · 3 Likes
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Catching Data Perimeter Drift Before It Reaches Production
A development-time validation pattern to catch data perimeter setup issues and preserve the historical context of a data perimeter project.
May 26, 2026
by Suresh Gururajan
· 3,466 Views
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Beyond Partitioning and Z-Order: A Deep Dive into Liquid Clustering for Unity Catalog Managed Tables
Liquid Clustering replaces rigid partitioning and Z-Order with adaptive clustering in Unity Catalog, improving performance with less maintenance.
May 26, 2026
by Seshendranath Balla Venkata
· 2,649 Views · 1 Like
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Designing API-First EMR Architectures in .NET: Enabling Modular Growth in Compliance-Driven Systems
API-first .NET architecture lets EMR platforms evolve safely — enforcing compliance, stabilizing contracts, and isolating UI changes from critical business logic.
May 26, 2026
by Ronak Pavasiya
· 1,466 Views
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Scaling Cloud Data Automation: A Practical Guide to Open Table Formats
Leverage open table formats with cloud automation and scalable analytics to build reliable, high-performance data platforms.
May 25, 2026
by Sandeep Batchu
· 3,280 Views
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When Perfect Data Breaks: The Journey from Data Quality to Data Observability
Data quality checks often miss silent failures. Use data observability to monitor data in motion and catch issues traditional tools miss.
May 25, 2026
by Divyakumar Savla
· 1,774 Views
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One Query, Four GPUs: Tracing a Distributed Training Stall Across Nodes
One SQL query across 4 GPU nodes found a straggler in under a second using eBPF fleet fan-out, no central collector needed.
May 25, 2026
by Ingero Team
· 3,625 Views
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The Hidden Cost of Overprivileged Tokens: Designing Messaging Platforms That Assume Compromise
Learn why overprivileged tokens are a platform design failure, not a security bug, and how runtime enforcement, granular scoping, and safe migration fix them.
May 25, 2026
by Prakash Wagle
· 2,013 Views
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A 5-Step SOC Guide That Meets RBI Expectations and Strengthens Security Operations
This article is a five-step SOC guide aligning security operations with RBI expectations, covering governance, risk mapping, tech selection, and performance measurement.
May 25, 2026
by Shivani chavan
· 1,853 Views
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A Scalable Framework for Enterprise Salesforce Optimization: Turning Outcomes Into an Operating System
Outcome-driven intake, clear processes, config-first builds, disciplined releases, and telemetry cut Salesforce cycle time ~90% and boost efficiency 30%+.
May 25, 2026
by Pulkit Singhal
· 1,490 Views
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Building Production-Grade GenAI on GCP with Vertex AI Agent Builder
GenAI is easy to prototype but hard to productionize. Vertex AI Agent Builder provides a unified platform for RAG, orchestration, security, and scalable deployment.
May 25, 2026
by Sairamakrishna BuchiReddy Karri
· 1,869 Views
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How Retry Storms Crash API-Led Systems: Bounded Reliability Patterns for Distributed Architectures
Unbounded retries and autoscaling can turn minor latency into cascading outages. API reliability must be bounded and load-aware to prevent retry storms.
May 22, 2026
by Manjeera Chanda
· 2,573 Views
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AWS Managed Database Observability: Monitoring DynamoDB, ElastiCache, and Redshift Beyond CloudWatch
Three AWS managed databases, three dashboards, and one cascade you can only trace by hand. This guide fills the gap CloudWatch leaves open.
May 22, 2026
by Damaso Sanoja
· 3,997 Views · 1 Like
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Edge Computing in Utility IoT: Two Architecture Patterns That Actually Work
In this article, we break down edge architecture patterns that fit modern utility infrastructure when power flows both ways.
May 22, 2026
by Yevheniia Mala
· 3,959 Views
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Architecting Petabyte-Scale Hyperspectral Pipelines on AWS
Learn how to overcome serverless bottlenecks to process and route petabyte-scale hyperspectral agricultural data on AWS.
May 21, 2026
by Anil Bodepudi
· 3,599 Views
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Self-Hosted Inference Doesn’t Have to Be a Nightmare: How to Use GPUStack
GPUStack is an open-source tool that turns a bunch of scattered GPU machines into one managed cluster for deploying AI models behind an OpenAI-compatible API.
May 21, 2026
by Sandeep Sadarangani
· 3,883 Views · 1 Like
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Evaluating SOC Effectiveness Using Detection Coverage and Response Metrics
Coverage plus response speed, not alert counts, ATT&CK-mapped detections, emulation-validated claims, timed from structured incident timestamps.
May 21, 2026
by Krishnaveni Musku
· 2,275 Views
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Throughput vs Goodput: The Performance Metric You Are Probably Ignoring in LLM Testing
See the difference between throughput and goodput, and why throughput alone can give you a dangerously false sense of confidence.
May 21, 2026
by NaveenKumar Namachivayam DZone Core CORE
· 2,986 Views
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