I would really like to play with some LLMs locally, because it will allow to better understand the nuances of their work. It’s like getting acquainted with AWS without having dealt with at least VirtualBox before – working with the AWS Console or AWS API will not give an understanding of what is happening under… Read More: AI: Introduction to Ollama for local LLM launch0 (0) »
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: AI: writing an MCP server for VictoriaLogs0 (0) »
Everyone around us is talking about MCPs all the time, and it’s time to understand the topic. So, today we will deal with the basic concepts – “what it is in general”, then we will write our own “micro-MCP server”, and in the next post – something more real, about working with VictoriaLogs. LLM Limitations… Read More: AI: What is the MCP?3 (1) »
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: Python: introduction to the Celery, and its monitoring configurations0 (0) »
The last time I’ve used decorators in Python about 10 years ago, in Python 2, and I want to refresh my memory a bit, because now I’ve started using them quite actively, so want to see how it works under the hood, and what it is in general. The post turned out a bit… weird?… Read More: Python: introduction to @decorators using FastAPI as an example0 (0) »
We have an AWS Elastic Kubernetes Service with the VictoriaMetrics stack deployed (see VictoriaMetrics: deploying a Kubernetes monitoring stack). I need to migrate the data from the old VMSingle Pod to the new one on the new cluster, and to do this, I need to find VMSingle’s data on an EC2. Note: regarding the migration… Read More: Kubernetes: find a directory with a mounted volume in a… »
I wrote about launching Nexus in the Nexus: launch in Kubernetes, and PyPI caching repository configuration post, now I want to add Docker image caching to PyPI, especially since Docker Hub introduces new limits from April 1, 2025 – see Docker Hub usage and limits. We’ll do it as usual: first run manually locally on… Read More: Nexus: Configuring Docker proxy repository, and ContainerD in Kubernetes0 (0) »
In Kubernetes, we run GitHub Runner for the build and deploy of our Backend API, see GitHub Actions: Running Actions Runner Controller in Kubernetes. But over time, we noticed that there was too much traffic on the NAT Gateway – see VictoriaLogs: a Grafana dashboard for AWS VPC Flow Logs – migrating from Grafana Loki.… Read More: Nexus: launch in Kubernetes, and PyPI caching repository configuration0 (0) »