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Deliver secure, safe, and trustworthy GenAI applications with Amazon Bedrock and Dynatrace

Dynatrace

Every software development team grappling with Generative AI (GenAI) and LLM-based applications knows the challenge: how to observe, monitor, and secure production-level workloads at scale. Traditional debugging approaches, logs, and occasional remote breakpoint instrumentation cant easily keep pace with cloud-native AI deployments, where performance, compliance, and costs are all on the line.

Metrics 165
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SRE Best Practices for Java Applications

DZone

Site reliability engineering (SRE) plays a vital role in ensuring Java applications' high availability, performance, and scalability. This discipline merges software engineering and operations, aiming to create a robust infrastructure that supports seamless user experiences. In this article, we will delve into a range of best practices aligned with SRE principles , including monitoring, logging, alerting, performance optimization, disaster recovery, security, automation, and incident management.

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Catching up with OpenTelemetry in 2025

Dynatrace

To understand whats happening in todays complex software ecosystems, you need comprehensive telemetry data to make it all observable. In fact, observability is essential for shaping how we design smarter, more resilient systems for the future. With so many types of technologies in software stacks around the globe, OpenTelemetry has emerged as the de facto standard for gathering telemetry data.

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The LLM Advantage: Smarter Time Series Predictions With Less Effort

DZone

Have you ever wondered why predicting next month's sales is so hard? Or why forecasting the weather seems like a coin flip sometimes? Time series data is everywhere, but making sense of it has always been a headache until now. Large language models (LLMs) are shaking things up in the time series world. Seriously, it's like someone finally handed us a decent flashlight after we've been stumbling around in the dark for years.

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Best MySQL GUI Tools [2025]

Scalegrid

Managing MySQL through the command line is powerfulbut not always the most user-friendly experience, especially when working with large datasets, building queries, or handling administrative tasks. Thats where MySQL GUIs come in. A graphical user interface (GUI) helps simplify how you interact with your MySQL databases. Whether youre a developer, database administrator, or data analyst, a good GUI can make everyday tasks faster, clearer, and less error-prone.

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Title Launch Observability at Netflix Scale

The Netflix TechBlog

Part 3: System Strategies and Architecture By: VarunKhaitan With special thanks to my stunning colleagues: Mallika Rao , Esmir Mesic , HugoMarques This blog post is a continuation of Part 2 , where we cleared the ambiguity around title launch observability at Netflix. In this installment, we will explore the strategies, tools, and methodologies that were employed to achieve comprehensive title observability atscale.

Traffic 160
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Extending MySQL 5.7: Percona Releases Post-End-of-Life Source Code to the Community

Percona

Percona is excited to announce the community release of our MySQL 5.7 End-of-Life (EOL) source code for both Percona Server for MySQL (PS) version 5.7.44-52 and Percona XtraDB Cluster (PXC) version 5.7.44-31.65.5. This release is an accumulation of several customer-only releases weve done as part of our post-EOL support for MySQL 5.

Code 101

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Performance Optimization Techniques for Snowflake on AWS

DZone

As organizations scale their data operations in the cloud, optimizing Snowflake performance on AWS becomes crucial for maintaining efficiency and controlling costs. This comprehensive guide explores advanced techniques and best practices for maximizing Snowflake performance, backed by practical examples and implementation strategies.

AWS 165
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Best Practices for Scaling RabbitMQ

Scalegrid

Scaling RabbitMQ ensures your system can handle growing traffic and maintain high performance. This guide will cover how to distribute workloads across multiple nodes, set up efficient clustering, and implement robust load-balancing techniques. Youll also learn strategies for maintaining data safety and managing node failures so your RabbitMQ setup is always up to the task.

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Ascending Levels of Nerd

O'Reilly

In developing the content for our May 8 virtual conference Coding with AI: The End of Software Development as We Know It , we couldnt help but want to feature Harper Reed, whose recent post My LLM Codegen Workflow ATM so perfectly encapsulates the kind of experimentation that developers are going through as they come to grips with the transformation that AI is bringing to how they work, what they can accomplish, and which tools they should be adopting.

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Using Barman Cloud Utilities for Backups and WAL Archiving in PostgreSQL

Percona

In this brief blog post, we will talk about Barman cloud utilities, which greatly ease the process of storing backups on cloud platforms like GCP, AWS, Azure, etc.

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The Anatomy of Broken Apache Struts 2: A Technical Deep Dive into CVE-2024-53677

Dynatrace

Apache Struts 2 has a history of critical vulnerabilities. Broken Apache Struts 2: Technical Deep Dive into CVE-2024-53677The vulnerability allows attackers to manipulate file upload parameters, possibly leading to remote code execution. Figure 1. A high-level overview of how an attacker can exploit a CVE-2024-53677 vulnerable Struts application to upload a web shell into a web-accessible directory and then remotely execute commands on the web server via the web shell.

Servers 214
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React Performance Optimization: Tricks Every Dev Should Know

DZone

Lets face it: weve all been there. You build a sleek React app, only to watch it slow to a crawl as it grows. Buttons lag, pages take forever to load, and users start bouncing. Sound familiar? Ive been in that exact spot debugging performance issues at 2 AM, fueled by coffee and frustration. In this guide, Ill share battle-tested strategies to optimize React apps , sprinkled with real-world war stories and practical examples.

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Top PostgreSQL 17 New Features

Scalegrid

PostgreSQL 17 improves performance, backups, JSON handling, and security. Heres what stands out: Key Takeaways Better Performance: Faster write operations and improved vacuum processes help handle high-concurrency workloads more smoothly. Incremental Backups: Speeds up recovery and makes data management more efficient for active databases. Improved JSON Handling & Security: Improved logical replication and the new MAINTAIN privilege give database administrators more control and flexibility.

Speed 130
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AI’s Future: Not Always Bigger

O'Reilly

On May 8, OReilly Media will be hosting Coding with AI: The End of Software Development as We Know It a live virtual tech conference spotlighting how AI is already supercharging developers, boosting productivity, and providing real value to their organizations. If youre in the trenches building tomorrows development practices today and interested in speaking at the event, wed love to hear from you by March 12.

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Using VS Code and Docker to Debug MySQL Crashes

Percona

Typically, we receive customer tickets regarding crashes or bugs, where we request a core dump to analyze and identify the root cause or understand the unexpected behavior. To read the core dumps, we also request the linked libraries used by the server’s MySQL.

Code 76
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Log filtering made easy: Data segmentation and advanced filters in Dynatrace Logs

Dynatrace

Fast and efficient log analysis is critical in todays data-driven IT environments. For enterprises managing complex systems and vast datasets using traditional log management tools, finding specific log entries quickly and efficiently can feel like searching for a needle in a haystack. Dynatrace segments simplify and streamline data organization in large and complex IT environments, providing pre-scoped data without compromising performance.

AWS 217
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How to Scale Elasticsearch to Solve Your Scalability Issues

DZone

With the evolution of modern applications serving increasing needs for real-time data processing and retrieval, scalability does, too. One such open-source, distributed search and analytics engine is Elasticsearch, which is very efficient at handling data in large sets and high-velocity queries. However, the process for effectively scaling Elasticsearch can be nuanced, since one needs a proper understanding of the architecture behind it and of performance tradeoffs.

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Join Us Online: Stream About Percona Toolkit for MySQL!

Percona Community

Are you passionate about databases and want to stay on top of the latest advancements in MySQL and Percona Toolkit? You’re in luck! We are excited to invite you to our upcoming online stream, where we’ll delve into some exciting changes and updates. Date: March 27, 2025 Time: 13:30 GMT / 9:30 ET Streaming Live on: LinkedIn and YouTube About the Event Our featured speaker, Sveta Smirnova, Principal Support Engineering Coordinator at Percona, will share her insights on the recent updat

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Using Generative AI to Build Generative AI

O'Reilly

On April 24, OReilly Media will be hosting Coding with AI: The End of Software Development as We Know It a live virtual tech conference spotlighting how AI is already supercharging developers, boosting productivity, and providing real value to their organizations. If youre in the trenches building tomorrows development practices today and interested in speaking at the event, wed love to hear from you by March 5.

Code 60
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Why Companies Are Saying No to Proprietary Software, Including MongoDB

Percona

Is your organization’s innovation being constrained by proprietary software restrictions? You’re not alonethese limitations are increasingly at odds with enterprise growth objectives, affecting both bottom lines and competitive agility. For years, proprietary software has dominated the enterprise database space, with MongoDB emerging as one of the most well-known players.

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Dynatrace Cost & Carbon Optimization certified for accuracy and transparency

Dynatrace

Globally, organizations are increasingly prioritizing sustainability. Board-level mandates and executive-level sponsorship have become the norm. Motivations include regulatory pressures, favorable investment potential, cost savings, competitive advantage, talent acquisition, and moral imperative. While a dynamic political climate can disrupt how these drivers are prioritized, the goal remains important, and momentum remains strong.

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Enhanced Query Caching Mechanism in Hibernate 6.3.0

DZone

Efficient query caching is a critical part of application performance in data-intensive systems. Hibernate has supported query caching through its second-level cache and query cache mechanisms. However, earlier implementations lacked flexibility, and developers had limited control over cache invalidation and customization. Hibernate 6.3.0, released in December 2024, addresses these problems by introducing enhanced query caching mechanisms.

Cache 130
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Why Do We Have a Cache-Control Request Header?

CSS Wizardry

Learn how the Cache-Control request header works, how browsers handle refresh and hard refresh caching, and when developers should use it for realtime data and offline-first applications.

Cache 132
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How To Fix Largest Contentful Issues With Subpart Analysis

Smashing Magazine

How To Fix Largest Contentful Issues With Subpart Analysis How To Fix Largest Contentful Issues With Subpart Analysis Matt Zeunert 2025-03-06T10:00:00+00:00 2025-03-06T14:50:25+00:00 This article is sponsored by DebugBear The Largest Contentful Paint (LCP) in Core Web Vitals measures how quickly a website loads from a visitors perspective. It looks at how long after opening a page the largest content element becomes visible.

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Ready for the Enterprise: New Solution Updates from Percona

Percona

The latest releases from Percona bring targeted improvements that help organizations streamline deployments, strengthen security, and optimize performance in demanding enterprise environments. From Kubernetes-native database management to security-hardened monitoring, these updates ensure businesses can scale efficiently while maintaining high availability and compliance.

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Simplify log onboarding: From zero to observability in minutes

Dynatrace

Log ingestion can seem daunting when getting started with Dynatrace, especially when staring at an empty screen in the Logs or Clouds apps. To address any concerns you and your new-to-Dynatrace teams may have regarding log ingestion, we’ve introduced a new and intuitive log onboarding wizard for DynatraceApps. The newly introduced step-by-step guidance streamlines the process, while quick data flow validation accelerates the onboarding experience even for power users.

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Efficient Multimodal Data Processing: A Technical Deep Dive

DZone

Multimodal data processing is the evolving need of the latest data platforms powering applications like recommendation systems, autonomous vehicles, and medical diagnostics. Handling multimodal data spanning text, images, videos, and sensor inputs requires resilient architecture to manage the diversity of formats and scale. In this article, I will walk through a comprehensive end-to-end architecture for efficient multimodal data processing while striking a balance in scalability, latency, and ac

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In S3 simplicity is table stakes

All Things Distributed

From simple object storage to sophisticated table management, builders have always shaped S3's evolution. Andy Warfield discusses why making complex systems simple remains our north star at AWS.

AWS 125
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Think Different

O'Reilly

On May 8, OReilly Media will be hosting Coding with AI: The End of Software Development as We Know It a live virtual tech conference spotlighting how AI is already supercharging developers, boosting productivity, and providing real value to their organizations. If youre in the trenches building tomorrows development practices today and interested in speaking at the event, wed love to hear from you by March 12.

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Enterprise Readiness with Percona Monitoring and Management: A Look at PMM 3.0.0

Percona

Database disasters come with a hefty price tag. According to Information Technology Intelligence Consulting’s 2024 Hourly Cost of Downtime Report, 41% of enterprises face downtime costs ranging from $1 million to over $5 million per hour of outage. How can enterprises ensure their critical database infrastructure remains healthy and performant?

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Observability is expanding: Transforming complexity into business opportunity

Dynatrace

Recently, I had the pleasure of speaking with Tiernan Ray for The Technology Letter ( subscribers can read here ) , where we discussed how observability is transforming and how Dynatrace is navigating industry changes.I wanted to take a moment to expandon thekey themes we touched on in our conversation. Observability is no longer just for IT Ops Observability is no longer just about monitoring IT systems.

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Mastering Scalability in Spring Boot

DZone

Scalability is a fundamental concept in both technology and business that refers to the ability of a system, network, or organization to handle a growing amount of requests or ability to grow. This characteristic is crucial for maintaining performance and efficiency as need increases. In this article, we will explore the definition of scalability, its importance, types, methods to achieve it, and real-world examples.

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American manufacturers have forgotten Deming's principles. Their software teams never learned them.

The Agile Manager

American manufacturing struggled with quality problems in the 1970s and 1980s. Manufacturers got their house in order with the help of W. Edwards Deming, applying statistical quality control and total quality management throughout the manufacturing process, from raw materials, to work in process, to finished goods. The quality of American made products improved significantly as a result.

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The Art of Tech Interviewing

Addy Osmani

There is an underrated set of skills that truly differentiate outstanding interviewees from the rest

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Adopting Arm at Scale: Bootstrapping Infrastructure

Uber Engineering

From x86 to Arm: How we cut Uber’s infrastructure costs by rebuilding our stack into a multi-architecture environment. Learn how we overcame technical hurdles to unlock performance gains and ultimate supply chain flexibility.

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Hidden indicators: Tracing the emergence of Apache Struts CVE-2024-53677

Dynatrace

With the increasing frequency of cyber threats, identifying vulnerabilities early is essential. Recently, a critical vulnerability was discovered in Apache Struts, a widely used Java-based web application framework. This vulnerability, published as CVE-2024-53677 on December 11, 2024, affects the file upload mechanism, allowing for path traversal and potential remote code execution.