Monitoring PostgreSQL for performance issues is critical. PostgreSQL is a powerful open-source relational database system that stands out for its robustness, scalability, and strong emphasis on extensibility and standards compliance. In this guide on PostgreSQL monitoring, we will cover key PostgreSQL metrics that should be monitored, best practices for monitoring PostgreSQL and some tools with which you can set up PostgreSQL monitoring.

Think of a tool that simplifies application monitoring and helps developers and staff trace, collect logs and measure performance metrics. That is what OpenTelemetry Python provides. OpenTelemetry (OTel) Python acts as a guiding light, offering insights into the behaviors and interactions of complex, distributed systems and enabling a deeper understanding of performance bottlenecks and system dependencies. The significance of OTel lies in its pivotal role in modern software development.

When troubleshooting distributed applications, you can use Cloud Trace and Cloud Logging together to perform root cause analysis.

CloudWatch metrics play a critical role in monitoring AWS resources and facilitating effective troubleshooting during system failures. It allows for continuous monitoring of AWS resources like EC2 instances, Lambda functions, and RDS databases. Using Cloudwatch metrics, DevOps teams can monitor and manage their AWS infrastructure easily. Amazon CloudWatch is a comprehensive monitoring and observability service provided by Amazon Web Services (AWS).

OpenTelemetry vs Prometheus is a commonly searched and debated topic in the Observability and monitoring space. While both platforms are widely used in software and infrastructure management today, most people don’t understand the difference between the two. Both platforms stand as robust tools in the realm of observability, each offering unique capabilities. OpenTelemetry offers a uniform approach for gathering, instrumenting, and exporting telemetry data.

CloudWatch metrics play a critical role in monitoring AWS resources and facilitating effective troubleshooting during system failures. It allows for continuous monitoring of AWS resources like EC2 instances, Lambda functions, and RDS databases. Using Cloudwatch metrics, DevOps teams can monitor and manage their AWS infrastructure easily. Amazon CloudWatch is a comprehensive monitoring and observability service provided by Amazon Web Services (AWS).

Monitoring Docker container metrics is essential for understanding the performance and health of your containers. OpenTelemetry collector can collect Docker container metrics and send it to a backend of your choice. In this tutorial, you will install an OpenTelemetry Collector to collect Docker container metrics and send it to SigNoz, an OpenTelemetry-native APM for monitoring and visualization.

OpenTelemetry can help you monitor CouchDB performance metrics with the help of OpenTelemetry Collector. In this tutorial, you will install OpenTelemetry Collector to collect CouchDB metrics and then send the collected data to SigNoz for monitoring and visualization. Before that, let’s have a brief overview of CouchDB. If you want to jump straight into implementation, start with this Prerequisites section.

The OpenTelemetry Collector is a core part of telemetry pipelines, which makes it one of the parts of your infrastructure that must be as secure as possible. The general advice from the OpenTelemetry teams is to build a custom Collector executable instead of using the supplied ones when you’re using it in a production scenario. However, that isn’t an easy task, and that prompted me to build something.

Log monitoring is the practice of tracking and analyzing logs generated by software applications, systems, and infrastructure components. These logs are records of events, actions, and errors that occur within a system. Log monitoring helps ensure the health, performance, and security of applications and infrastructure. Log Monitoring helps in early detection of potential issues, ensuring systems run smoothly and efficiently. In this detailed 101 guide on Log monitoring, we will learn.