In the previous article, we figured out what an MCP is in general, and created a basic MCP server that was connected to Windsurf – see AI: What is the MCP? Now, let’s try to create something more useful, for example, an MCP server that will connect to VictoriaLogs and receive some data. In fact,… Read More »
To put it very simply, Celery is something we can use to perform tasks outside of our main service. For example, there is a Backend API that has some kind of endpoint to which mobile devices send information that the user has created a new whatever in the application. The task of the Backend is… Read More »
I have already mentioned the EXPLAIN feature in the PostgreSQL: AWS RDS Performance and monitoring blog post, but this is such an interesting and useful thing that it’s worth talking about it separately. In addition, AWS RDS for PostgreSQL has the ability to enable Execution Plans logging with EXPLAIN, which is also useful for… Read More »
We are migrating our Backend API from DynamoDB to AWS RDS PostgreSQL, and several times RDS crashed. Actually, given that we took db.t3.small with two vCPUs and two gigabytes of memory to save money, it was quite expected, but I wondered why everything was crashing. A few days later, I started to debug the… Read More »
We continue the migration from Grafana Loki to VictoriaLogs, and the next task is to transfer Recording Rules from Loki to VictoriaLogs and update the alerts. Recording Rules and integration with VMAlert were brought to VictoriaLogs relatively recently, and I haven’t tested this scheme yet. Therefore, we will first do everything by hand to… Read More »
One day, we looked at our AWS costs on AWS Load Balancers, and understood that we needed to decrease the spends a bit. What we wanted was to have one LoadBalancer, and through it to route requests to different Kubernetes Ingresses and Services in different Namespaces. The first thing that came to mind was… Read More »
So, we’re back to the topic of AWS VPC Flow Logs, VictoriaLogs, and the Grafana dashboard. In the post VictoriaLogs: a Grafana dashboard for AWS VPC Flow Logs – migrating from Grafana Loki, we created a cool dashboard to display various statistics on AWS NAT Gateway traffic. But there is a small drawback: all… Read More »
In the previous post – AWS: VPC Flow Logs – logs to S3 and Grafana dashboard with Loki, we created a Grafana dashboard that displays NAT Gateway traffic usage statistics. What we were interested in there was which Kubernetes Pods use the most bytes, because it directly affects our AWS Costs. And everything appears… Read More »
Continuing the topic about AWS: VPC Flow Logs, NAT Gateways, and Kubernetes Pods – a detailed overview. There we analyzed how to work with VPC Flow Logs in general, and learned how we can get information about traffic to/from Kubernetes Pods. But there is one problem when using Flow Logs with CloudWatch Logs – the… Read More »
I will write about VictoriaMetrics Cloud itself separately, but now I want to check how you can write CloudWatch Metrics via AWS Firehose to VictoriaMetrics Cloud. In fact, the AWS Data Firehose service itself allows you to transfer streaming data from various sources to Amazon services such as AWS S3, Redshift, Open Search, or… Read More »