200+ ürün tesliminden gerçek dünya dersleri. Sadece uygulanabilir içgörüler.
We run a small but powerful distributed inference cluster: five Apple Mac Studio machines (each with 96 GB unified memory), connected over Thunderbolt 5 and running open-weight LLMs via MLX. Everything was…
Designing a payment facilitator platform on a PCI DSS–compliant Kubernetes orchestration is far more than simply deploying and managing container orchestration. Hosting a payment facilitator platform that complies…
This post compares four approaches for handling database operations: Hibernate, Hibernate Reactive, Hibernate with Virtual Threads, and R2DBC — evaluating throughput, latency, and resource utilization.
In Spring Boot, task scheduling is a powerful feature that allows you to run specific functions at regular intervals. By using the @Scheduled annotation, you can easily define tasks to execute with a fixed delay, at…
LGTM stands for Loki, Grafana, Tempo and Mimir. It’s Grafana’s tool stack that enables logs, metrics, and traces to be collected and visualized within a single stack of tools that works in harmony. At Valensas, we…
Monitoring is important because it can help you identify problems early, track performance, and ensure that your systems are operating as expected. There are many benefits to monitoring, including saving time, money…
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