Tue.Jan 21, 2025

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Better dashboarding with Dynatrace Davis AI: Instant meaningful insights

Dynatrace

Ensuring smooth operations is no small feat, whether you’re in charge of application performance, IT infrastructure, or business processes. Chances are, youre a seasoned expert who visualizes meticulously identified key metrics across several sophisticated charts. Your trained eye can interpret them at a glance, a skill that sets you apart. However, your responsibilities might change or expand, and you need to work with unfamiliar data sets.

Traffic 262
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Structured Logging in Spring Boot 3.4 for Improved Logs

DZone

Structured logging has become essential in modern applications to simplify the analysis of logs and improve observability. Spring Boot 3.4 extends the logging capabilities of Spring Framework 6.2. This can be easily configured log formats using application.yml or application.properties. Before jumping into the details of the improvements, below is a brief on how structured logging has evolved, with comparisons between traditional logging and structured logging in Spring Framework 6.2 and Spring

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Let’s learn how to send OpenTelemetry data to Dynatrace together!

Dynatrace

One of the things I love most about OpenTelemetry (OTel) is that its vendor-neutral, which means you can send the same OpenTelemetry data to different vendors. In fact, most of the major Observability vendors out there not only support ingesting OpenTelemetry data but also actively contribute to the project, including Dynatrace. Check out the 2023 OpenTelemetry Journey Report for more info.

Metrics 253
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Beyond “Prompt and Pray”

O'Reilly

TL;DR: Enterprise AI teams are discovering that purely agentic approaches (dynamically chaining LLM calls) dont deliver the reliability needed for production systems. The prompt-and-pray modelwhere business logic lives entirely in promptscreates systems that are unreliable, inefficient, and impossible to maintain at scale. A shift toward structured automation, which separates conversational ability from business logic execution, is needed for enterprise-grade reliability.

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Navigating MongoDB Licensing Challenges: Why Percona is a Game-Changer

Percona

MongoDB has long been a favorite in the database community and is renowned for its flexibility and performance as a NoSQL solution. However, MongoDB Inc.

Games 107
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Redis® Monitoring Strategies for 2025

Scalegrid

In todays data-driven world, the ability to effectively monitor and manage data is of paramount importance. Redis, a powerful in-memory data store, is no exception. With its widespread use in modern application architectures, understanding the ins and outs of Redis monitoring is essential for any tech professional. Buckle up as we delve into the world of Redis monitoring, exploring the most important Redis metrics, discussing essential tools, and even peering into the future of Redis performance

Strategy 130