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Refcards Trend Reports
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The Latest Software Design and Architecture Topics

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*You* Can Shape Trend Reports: Join DZone's Database Systems Research
Help shape our next research! Share your experiences with database types, cloud migration, security and observability practices, real-time analytics, and more.
Updated September 29, 2025
by DZone Editorial
· 58,372 Views · 36 Likes
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Federated Learning: Training Models Without Sharing Raw Data
Federated learning enables collaborative AI by training models where data lives, sharing only updates — not raw data — to ensure privacy, compliance, and trust.
September 26, 2025
by Saisuman Singamsetty
· 3,721 Views · 3 Likes
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Networking’s Open Source Era Is Just Getting Started
Open source is transforming networking from slow, standards-driven protocols into agile, programmable, Kubernetes-ready infrastructure.
September 26, 2025
by Nico Vibert
· 5,580 Views · 3 Likes
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LLM-First Vibe Coding
This article provides an overview of vibe coding and LLM-first development, exploring their impact on workflows, productivity, and software engineering.
September 26, 2025
by Nilesh Bhandarwar
· 3,715 Views · 3 Likes
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Basic Security Setup for Startups
In this article, I share the key stages of building a secure startup — from IDPs and network planning to SIEM, SOAR, and post-live security best practices.
September 26, 2025
by Hleb Skuratau
· 3,602 Views · 3 Likes
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Boosting Developer Productivity in Kubernetes-Driven Workflows: A Practical Checklist
Teams can ultimately boost Kubernetes productivity with the use of better tooling, automation, observability, and platform engineering practices.
September 25, 2025
by Louis-Guillaume Morand
· 3,360 Views · 2 Likes
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AWS Glue Crawlers: Common Pitfalls, Schema Challenges, and Best Practices
Learn key challenges and best practices for using AWS Glue crawlers, from handling CSV schema issues to schema evolution, partitions, and ETL jobs.
September 25, 2025
by Saradha Nagarajan
· 4,138 Views
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Digital Experience Monitoring and Endpoint Posture Checks Usage in SASE
Learn how digital experience monitoring and endpoint posture checks integrate with SASE to enforce zero trust and ensure secure, reliable performance.
September 25, 2025
by Vishal Gudhka
· 4,012 Views
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Is Anyone There? Listening to Your Users Through Conversational AI Observability
Your AI chatbot is failing in ways traditional analytics can't see. This leaves you, the Product Manager, guessing what to fix based on vague user complaints.
September 25, 2025
by Harikrishnan Ramadass
· 1,864 Views
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Death by a Thousand YAMLs: Surviving Kubernetes Tool Sprawl
Kubernetes growth brings cluster and tool sprawl, driving complexity, cost, and security risks. Learn about emerging solutions like platform engineering and AI.
September 24, 2025
by Yitaek Hwang DZone Core CORE
· 4,434 Views · 1 Like
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The New API Economy With LLMs
The rise of powerful LLMs is creating a new API economy where natural language replaces structured code as the primary interface.
September 24, 2025
by Rachit Jain
· 3,842 Views · 2 Likes
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Key Principles of API-First Development for SaaS
In this article, I’d like to share my experience and best practices for API-first development in SaaS, highlighting five key aspects you should consider.
September 24, 2025
by Mykhailo Kopyl
· 3,014 Views · 1 Like
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Using TanStack Query for Scalable React Applications
With built-in caching, retries, and background refetching, TanStack Query takes the pain out of CRUD operations in large-scale React applications.
September 24, 2025
by Poornakumar Rasiraju
· 3,573 Views
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Why I Ditched Redis for Cloudflare Durable Objects in My Rate Limiter
Replaced Redis rate limiter with Cloudflare Durable Objects, achieving 5ms response times (vs 150ms), 70% cost savings, and global edge performance at 500+ req/sec.
September 24, 2025
by horus he
· 2,885 Views
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Shipping Responsible AI Without Slowing Down
Add robustness, monitoring, alignment, and systemic safety into the normal delivery pipeline using plain-language objectives and policy-as-code SLOs.
September 24, 2025
by Sarvenaz Ranjbar
· 1,963 Views · 4 Likes
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Running AI/ML on Kubernetes: From Prototype to Production — Use MLflow, KServe, and vLLM on Kubernetes to Ship Models With Confidence
Run scalable, reliable AI/ML inference on Kubernetes with MLflow, KServe, and AutoML, and explore deployment, orchestration, and performance at scale.
September 23, 2025
by Boris Zaikin DZone Core CORE
· 8,323 Views · 3 Likes
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AI Readiness: Why Cloud Infrastructure Will Decide Who Wins the Next Wave
Most cloud teams aren’t AI ready: Only 51% of infra is automated, and there are major governance gaps and rising costs. Infra maturity (not GPUs) will decide who thrives.
September 23, 2025
by Aharon Twizer
· 2,881 Views · 1 Like
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Mastering Fluent Bit: Top 3 Telemetry Pipeline Output Plugins for Developers (Part 7)
This intro to mastering Fluent Bit covers handy tips and tricks for speeding up the inner development loop using output plugins in telemetry pipelines.
September 23, 2025
by Eric D. Schabell DZone Core CORE
· 1,646 Views · 4 Likes
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Why the Principle of Least Privilege Is Critical for Non-Human Identities
Overprivileged non-human identities expose enterprises to massive risk. Enforcing least privilege with automation and visibility is critical for security.
September 23, 2025
by Dwayne McDaniel
· 1,875 Views · 3 Likes
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Top 5 RAD Platforms for Developers
A plain-spoken review of five Java-friendly RAD platforms. I cover CRUD speed, extensibility, security, deployment, support, lock-in, and pricing.
September 23, 2025
by Amir Shelli
· 5,329 Views · 4 Likes
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