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Catching up with OpenTelemetry in 2025

Dynatrace

OpenTelemetry is enhancing GenAI observability : By defining semantic conventions for GenAI and implementing Python-based instrumentation for OpenAI, OpenTel is moving towards addressing GenAI monitoring and performance tuning needs. Second, it enables efficient and effective correlation and comparison of data between various sources.

Tuning 310
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Best MySQL GUI Tools [2025]

Scalegrid

Built and maintained by Oracle, it provides an all-in-one solution for database modeling, query execution, user administration, and performance monitoring. Its a solid choice if you want a full-featured MySQL development environment. MySQL Workbench is a strong starting point if you want something official and comprehensive.

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RabbitMQ vs. Kafka: Key Differences

Scalegrid

Kafka scales efficiently for large data workloads, while RabbitMQ provides strong message durability and precise control over message delivery. Message brokers handle validation, routing, storage, and delivery, ensuring efficient and reliable communication. This allows Kafka clusters to handle high-throughput workloads efficiently.

Latency 147
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How Netflix Accurately Attributes eBPF Flow Logs

The Netflix TechBlog

It uses eBPF and TCP tracepoints to monitor TCP socket state changes. Although more efficient broadcasting implementations exist, the Kafka-based approach is simple and has worked well forus. In this post, we delve deeper into how Netflix solved a core problem: accurately attributing flow IP addresses to workload identities.

AWS 167
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The top four log analytics and log management best practices

Dynatrace

The resulting vast increase in data volume highlights the need for more efficient data handling solutions. Consolidate log management tools into a unified observability platform As businesses increasingly shift toward software-centric models, the number of specialized IT monitoring tools to manage cloud environments has proliferated.

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Azure Well-Architected Framework: What it is and how to tame it with AI and automation

Dynatrace

Most monitoring tools for migrations, development, and operations focus on collecting and aggregating the three pillars of observability— metrics, traces, and logs. Performance efficiency. Continuously monitor cost and optimize your capacity needs. Analyzing user experience to ensure uniform performance after migration.

Azure 246
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Migrating Critical Traffic At Scale with No Downtime?—?Part 2

The Netflix TechBlog

A small percentage of production traffic is redirected to the two new clusters, allowing us to monitor the new version’s performance and compare it against the current version. At every step, relevant stakeholders are informed, and key metrics are monitored, including service, device, operational, and business metrics.

Traffic 285