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The Latest Software Design and Architecture Topics

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Goodbye, Skeleton Keys: Why Machine Identity Broke IAM, and What SPIFFE Is Doing About It
The Salesloft Drift breach showed why machine identity has outgrown IAM. Here’s how SPIFFE can reduce token sprawl and trust risk.
July 13, 2026
by Igboanugo David Ugochukwu DZone Core CORE
· 2,761 Views
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Building Cross-Team SLO Contracts for Performance Accountability
Cross-team latency problems are accountability problems, not just profiling problems. An SLO contract is one way to solve this.
July 10, 2026
by Ujjwal Gulecha
· 2,830 Views
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Service Industry Evolution: Beyond 99.9% Uptime With Evolving Technology
Learn how AI, observability, predictive maintenance, and resilience are helping service organizations move beyond reactive operations and improve uptime.
July 10, 2026
by Abhishek Sharma
· 3,142 Views · 3 Likes
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Disaster Recovery as a Governance System
DR failures often occur due to unclear decision ownership. Treat recovery as a governed process with explicit modes, approvals, and evidence.
July 9, 2026
by Jeleel Muibi
· 1,654 Views · 1 Like
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From Bash Script to Operational Triage: What Eight Months of Kubernetes Debugging Taught Me
Finding Kubernetes failures is easy. Knowing where to start is the hard part. Here's what eight months of building taught me.
July 9, 2026
by Shamsher Khan DZone Core CORE
· 1,907 Views
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Azure Databricks vs Microsoft Fabric: An Honest Guide to When to Use What
Azure Databricks and Microsoft Fabric overlap, but they're built for different priorities. Databricks for data engineering, ML, open-source, and Spark workloads.
July 9, 2026
by Jubin Abhishek Soni DZone Core CORE
· 1,664 Views
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Getting Started With RabbitMQ in Spring Boot
Learn RabbitMQ basics with Spring Boot, including exchanges, queues, routing keys, consumers, and Docker Compose in a hands-on example.
July 8, 2026
by Gunter Rotsaert DZone Core CORE
· 1,936 Views
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AI Won't Keep You from Hitting the Scalability Wall
AI coding tools can dramatically speed up integration builds — but speed isn't the bottleneck. The real issue is the long-term ownership cost.
July 8, 2026
by Bru Woodring
· 1,538 Views
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AI Can't Defend What It Can't See
AI can only defend what it can see. Give it incomplete data, and it won't warn you. It quietly reports everything as healthy while real attacks slip through unseen.
July 7, 2026
by Jithu Paulose
· 2,134 Views · 2 Likes
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HTTP QUERY in Java: The Missing Method for Complex REST API Searches
HTTP QUERY gives Java REST APIs a cleaner way to handle complex searches with request bodies, avoiding long URLs and POST misuse while keeping reads explicit.
July 6, 2026
by Otavio Santana DZone Core CORE
· 1,837 Views
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Add Observability to Your React Native Application in 5 Minutes
A five-minute walkthrough for adding logs, traces, and error monitoring to a React Native iOS app using LaunchDarkly's Observability SDK, shown on a simple counter app.
July 6, 2026
by Alexis Roberson
· 1,015 Views · 2 Likes
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Azure Databricks for Scalable MLOps and Feature Engineering With Apache Spark, Delta Lake, and MLflow
A practical guide to feature engineering at scale with Azure Databricks, covering distributed data processing with Spark and reliable storage with Delta Lake.
July 6, 2026
by Jubin Abhishek Soni DZone Core CORE
· 1,116 Views
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Resilience Lost in the Stack: How Abstraction Layers Silently Mask Distributed Systems’ Topology Awareness
The focus is on distributed systems resilience, specifically the integration gap between application abstractions and high-availability infrastructure layers.
July 3, 2026
by Rithra Ravikumar
· 1,874 Views
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Prompt Injection Attacks and Hidden Security Risks in LLM Applications
Prompt injection hijacks an LLM by exploiting its inability to separate data from commands. Direct and indirect attacks require layered defenses, not one fix.
July 3, 2026
by Karini Kapoor
· 2,516 Views · 2 Likes
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Building Your API Gateway From OpenAPI Specs: A Spec-Driven Approach
Generate API gateways directly from OpenAPI specs to eliminate configuration drift, simplify maintenance, and keep your API contract as the single source of truth.
July 3, 2026
by sahil arora
· 1,368 Views
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OBO SSO in Java Applications: Securely Calling Downstream APIs on Behalf of a User
OBO (On-Behalf-Of) allows a Java API to securely call downstream services using the authenticated user's identity instead of the application's identity.
July 3, 2026
by Muhammed Harris Kodavath
· 1,564 Views · 3 Likes
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Building an AI Agent That Responds to Real-Time Events With AWS Bedrock, Kinesis, DynamoDB, and S3
Build an AI agent that processes real-time events with Amazon Bedrock and a serverless AWS architecture powered by Kinesis, DynamoDB, and S3.
July 3, 2026
by Jubin Abhishek Soni DZone Core CORE
· 1,992 Views · 1 Like
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WebSockets, gRPC, and GraphQL in the Core
A hands-on walkthrough of building a live chat over the new core WebSocket API and typed clients from a GraphQL schema and a proto file.
July 2, 2026
by Shai Almog DZone Core CORE
· 1,948 Views · 3 Likes
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Identity Was Never the Real Problem. Intent Is — and Almost Nobody Is Building For It Yet
Machine identity didn't fail in recent breaches — authorization did. Learn how intent-bound access with RFC 9396 and CAE can reduce AI security risk.
July 2, 2026
by Igboanugo David Ugochukwu DZone Core CORE
· 3,337 Views · 1 Like
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Beyond Root Cause: Building Effective Blameless Postmortems for Cloud-Native Systems
Blameless postmortems focus on learning, not blame, helping teams improve reliability, reduce recurring incidents, and strengthen resilience.
July 2, 2026
by Akshay Pratinav
· 1,987 Views
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