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Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLO

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sinan-ozel/README.md

When I write code for my hobbies, I put it on GitHub and on Docker Hub in case others have a use for it.

📚 Python Libraries

🗄️ synced-memory

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A Python abstraction layer that makes Redis or DragonflyDB behave like a shared Python object across processes/microservices.

🧪 pytest-openapi

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An opinionated, lightweight black-box contract tester against a live API using its OpenAPI specification as the source of truth

🤖 pytest-mcp-tools

Downloads Monthly Downloads

🤖 Your MCP server is only as good as what it tells the LLM. An opinionated black box tester to call a live MCP server and test it live against its own contracts

🎲 pytest-repeated

Downloads Monthly Downloads

A pytest module for very basic statistical tests. Repeat test multiple times and pass if the underlying test passes a threshold.

My Custom JupyterLab Images for AI Work

Docker Pulls JupyterLab LLM Docker Pulls JupyterLab Image Docker Pulls JupyterLab Image with <12GB VRAM Models

Find the build & testing pipeline here: https://github.com/sinan-ozel/jupyterlab-on-kubernetes

My Model Containers

Docker Pulls llama.cuda.6gb Docker Pulls llama.cuda Docker Pulls Ollama 0.12.11

Read more about them here: https://github.com/sinan-ozel/model-servers

My MCP Servers

Docker Pulls Finance Tools

My Template Repos

All of these publish with fully-automated CI/CD pipelines:

MCP Server Template

Python Library Template

Microservice Template

Pinned Loading

  1. economic-analyses economic-analyses Public

    Jupyter Notebook 1

  2. model-servers model-servers Public

    Use YAML files to create Ollama servers with pre-downloaded models, loaded into memory at container start-up.

    Shell 3

  3. pytest-repeated pytest-repeated Public

    A pytest plugin to repeat tests and pass if they evaluate a minimum number of times. (For example, pass if the underlying test passes 9 out of 10 times.) The purpose of the test is to make unit tes…

    Python 1

  4. pytest-openapi pytest-openapi Public

    `pytest --openapi` - an opinionated, lightweight black-box contract tester against a live API using its OpenAPI specification as the source of truth

    Python 1

  5. mcp-server-template-python mcp-server-template-python Public template

    A template repo for creating MCP servers

    Python

  6. pytest-mcp-tools pytest-mcp-tools Public

    Call a live MCP server and test it live against its own contracts

    Python