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Refcards Trend Reports
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The Latest Performance Topics

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Algorithmic Circuit Breakers: Engineering Hard Stop Safety Into Autonomous Agent Workflows
Autonomous agents fail by persisting: they retry, replan, and chain tools, increasing risk, cost, and potential blast radius without strict safety controls.
April 22, 2026
by Williams Ugbomeh
· 2,724 Views · 1 Like
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Why Angular Performance Problems Are Often Backend Problems
Your Angular app isn’t slow your API is. Fix backend bottlenecks like request waterfalls, overfetching, and slow queries before touching a single Angular component.
April 17, 2026
by Bhanu Sekhar Guttikonda DZone Core CORE
· 3,200 Views · 2 Likes
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Fine-Tuning of Spring Cache
Caching is a fundamental concept for making web applications faster and more scalable. In the following, I explain how to configure and optimize Spring caching.
April 17, 2026
by Constantin Kwiatkowski
· 2,621 Views · 1 Like
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Advanced Auto Loader Patterns for Large-Scale JSON and Semi-Structured Data
Databricks Auto Loader efficiently ingests JSON and semi-structured files into Delta Lake, handling schema evolution and large-scale streaming.
April 16, 2026
by Seshendranath Balla Venkata
· 2,682 Views · 1 Like
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Seeing the Whole System: Why OpenTelemetry Is Ending the Era of Fragmented Visibility
By a technology correspondent who has sat through enough war rooms to know that the data you need is almost always in a system nobody thought to connect.
April 16, 2026
by Igboanugo David Ugochukwu DZone Core CORE
· 4,595 Views
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Stop Burning Money on AI Inference: A Cloud-Agnostic Guide to Serverless Cost Optimization
Most teams waste money on AI inference. Five cloud-agnostic tactics—model routing, prompt trimming, response caching, smart batching, GPU offloading—can cut costs 40‑80%.
April 16, 2026
by Rajesh Kumar Pandey
· 2,844 Views · 1 Like
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Optimizing Java Back-End Performance Profiling and Best Practices
Java performance profiling helps identify bottlenecks and apply best practices to improve backend speed, efficiency, and scalability.
April 16, 2026
by Ramya vani Rayala
· 3,221 Views · 1 Like
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Build High-Performance Web Systems Using Adaptive Edge-Native Performance Governance Framework
Learn how to build high-performance web systems using edge-native architecture, CI/CD performance budgets, and real user monitoring to prevent regressions.
April 14, 2026
by jerald selvaraj
· 2,437 Views · 1 Like
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Building an AI-Powered SRE Incident Response Workflow With AWS Strands Agents
Learn how to automate CloudWatch alerts, Kubernetes remediation, and incident reporting using multi-agent AI workflows with the AWS Strands Agents SDK.
April 14, 2026
by Ayush Raj Jha
· 3,002 Views · 1 Like
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Boost Your Spark Jobs: How Photon Accelerates Apache Spark Performance
Photon is Databricks’ native C++ engine that bypasses JVM bottlenecks by processing data in vectorized, SIMD-accelerated batches instead of row by row.
April 13, 2026
by Seshendranath Balla Venkata
· 3,002 Views · 1 Like
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AI in SRE: What's Actually Coming in 2026
A practical look at where AI genuinely helps SRE teams, and what “AI-powered operations” can realistically deliver in production.
April 13, 2026
by Ashly Joseph
· 5,158 Views · 1 Like
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Pushdown-First Modernization: Engineering Execution-Plan Stability in SAP HANA Migrations
In this article, you'll understand the behind-the-scenes of how the HANA SQL and view work during high and low record volume.
April 13, 2026
by Rajaganapathi Rangdale Srinivasa Rao
· 2,339 Views
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Enhancing SQL Server Performance with Query Store and Intelligent Query Processing
This article explores how to boost SQL Server performance using Query Store and Intelligent Query Processing to effectively resolve query regressions.
April 10, 2026
by arvind toorpu DZone Core CORE
· 3,943 Views · 2 Likes
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Why Image Optimization in Modern Applications Matters More Than You Think
Today, modern websites rely heavily on images. Yet improper handling of images often hurts the performance, leading to churn in user traffic.
April 9, 2026
by Satyam Nikhra
· 3,462 Views
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Tracking Dependencies Beyond the Build Stage
Many developers are familiar with dependency scanning at build time, but can we go further? And why is it worth doing so?
April 9, 2026
by Rumen Dimov
· 3,356 Views
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Why Queues Don’t Fix Scaling Problems
Queues absorb spikes but not sustained overload. Without backpressure, limits, and monitoring, backlogs grow until systems fail.
April 8, 2026
by David Iyanu Jonathan
· 3,666 Views · 2 Likes
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AI-Based Multi-Cloud Cost and Resource Optimization
Multi-cloud costs rise due to poor visibility, idle resources, and reactive scaling. AI-driven FinOps automates optimization to cut waste and control spend.
April 7, 2026
by Venkatesan Thirumalai
· 4,012 Views
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TOP-5 Lightweight Linux Distributions for Container Base Images
Choosing a base Linux image for containers is not just about the size. It is also about licensing, compatibility, update cadence, security posture, and support options.
April 7, 2026
by Catherine Edelveis
· 5,726 Views · 4 Likes
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Spark on AmpereOne® M Arm Processors Reference Architecture
Deploy and tune Apache Spark on AmpereOne M, with setup steps, cluster configs, and benchmarks showing gains vs Ampere Altra in performance and efficiency.
April 6, 2026
by RamaKrishna Nishtala
· 3,498 Views · 2 Likes
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Hadoop on AmpereOne Reference Architecture
Hadoop on AmpereOne M shows improved throughput, scaling, and efficiency, with setup, tuning, and benchmark insights for optimizing big data workloads.
April 3, 2026
by RamaKrishna Nishtala
· 5,593 Views
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