This guide explains how Ollama handles parallel requests (concurrency, queuing, and resource limits), and how to tune it using the OLLAMA_NUM_PARALLEL environment variable (and related knobs).

Probably shoud call this platform engineering now. Here are some notes on how to install connect and remove the Portainer - docker images and containers manager UI.

Venv is a virtual environment management commandline tool. A much more simple one, comparing to Anaconda. Here are some useful venv commands.

Short comparison of the RabbitMQ on AWS EKS and AWS SQS

• features and costs.

I aggregated some VS Code extentions installation statistics by different programming languages. And the most popular is Python. Then C++.

Sometimes there is a real need to save images from a PDF without screenshotting or rendering the PDF on screen. pdfimages helps with that.

Vibe coding is an AI-driven programming approach where developers describe desired functionality in natural language and let AI tools generate the code automatically — with minimal direct writing.

Most frequently used commands in Visual Studio Code

Here are some effective methods for decoding and printing JWT tokens directly from the command line:

This cheatsheet shows how to encode and decode files and strings to Base64 from the command line on Windows, Linux, and macOS — no extra tools required.

Or another day you want to extract image and text from the pdf.

I’ve used MMDetection (mmengine, mdet, mmcv) quite a bit, And now looks like it’s out of the game. It’s a pity. I liked it’s model zoo.

Not every second Friday, but still… We have two mainstream approaches

Here’s a set of instructions on How to Configure to Run any Executable as a Service in Linux with Systemd.

DeepSeek’s first-generation of reasoning models with comparable performance to OpenAI-o1, including six dense models distilled from DeepSeek-R1 based on Llama and Qwen.

Some time ago I described how to Deploy Flutter project with backend to AWS Amplify.