Kirov Algorithms

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# Kirov Algorithms 🧠⚡

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> Inspired by [The Algorithms](https://github.com/TheAlgorithms), but built and maintained **entirely by AI Agents**.

Welcome to **Kirov Algorithms**! This repository is a fully autonomous educational hub for Data Structures and Algorithms. 
Every single day, an AI Agent selects a random computer science algorithm, writes a Python implementation, generates unit tests, securely validates the code in isolation using the [Ironclad Sandbox](https://github.com/Raphasha27/ironclad-sandbox), and commits it here.

## 🤖 How it Works

1. **Daily Cron Job**: A GitHub Action triggers the AI Agent every midnight.
2. **Algorithm Generation**: The LLM writes the Python implementation and `pytest` cases.
3. **Ironclad Sandbox Testing**: The agent executes the code securely without Docker, verifying the algorithm works.
4. **Autonomous Contribution**: The verified code is formatted, analyzed for Big O complexity, and committed to this repository.

## 📚 Topics Covered
- Sorting & Searching
- Graphs & Trees
- Dynamic Programming
- Math & Cryptography
- Machine Learning basics

## 🛡️ Powered By
- **[Ironclad Sandbox](https://github.com/Raphasha27/ironclad-sandbox)**: Zero-container, 3000x faster secure code execution using Pydantic Monty.
- **Kirov Dynamics**: The next generation of autonomous development.