You gotta build a "digital twin" of the mess you're actually going to deploy into, especially with stuff like mcp (model context protocol) where ai agents are talking to data sources in real-time.

Python 3.15 introduces an immutable or ‘frozen’ dictionary that is useful in places ordinary dicts can’t be used.

This project implements secure password hashing using bcrypt for both Python and PHP, with user authentication, registration, and login tracking. Infosec/ ├── password_hasher.py # Python password ...

In this tutorial, we build an elastic vector database simulator that mirrors how modern RAG systems shard embeddings across distributed storage nodes. We implement consistent hashing with virtual ...

Abstract: Identifying duplicates from image databases has a vast significance in various domains. This process can be directly utilized for several use cases as a standalone application or integration ...

Flote is a HDL and Python framework for simulation. Designed to be friendly, simple, and productive. Easy to use and learn.