diff --git a/Readme.md b/Readme.md
index 43cd19c..0f464f1 100644
--- a/Readme.md
+++ b/Readme.md
@@ -131,6 +131,7 @@ Note: the one marked as `Live Trading` has reasonable live trading support for a
 - [hftbacktest](https://github.com/nkaz001/hftbacktest) ![GitHub last commit (branch)](https://img.shields.io/github/last-commit/nkaz001/hftbacktest/master) ![GitHub Repo stars](https://img.shields.io/github/stars/nkaz001/hftbacktest?style=social) | Python, numba | - A high-frequency trading and market-making backtesting tool accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books.
 - [Cipher](https://github.com/nanvel/cipher-bt) ![GitHub last commit (branch)](https://img.shields.io/github/last-commit/nanvel/cipher-bt/master) ![GitHub Repo stars](https://img.shields.io/github/stars/nanvel/cipher-bt?style=social) | Python | - Backtesting library with focus on position adjustment that allows testing complicated setups. Pythonic, extensible, well-structured, documented.
 - [Gunbot Quant](https://github.com/GuntharDeNiro/gunbot-quant) ![GitHub last commit (branch)](https://img.shields.io/github/last-commit/GuntharDeNiro/gunbot-quant/master) ![GitHub Repo stars](https://img.shields.io/github/stars/GuntharDeNiro/gunbot-quant?style=social) | Python | - Standalone application for market screening and backtesting. Supports multi-asset, multi-strategy backtests. Includes user interface and CLI options.
+- [PythonTradingFramework](https://github.com/JustinGuese/python_tradingbot_framework) ![Github last commit (branch)](https://img.shields.io/github/last-commit/JustinGuese/python_tradingbot_framework/main) | Python | - Python algorithmic trading bot framework for Kubernetes: backtesting, hyperparameter optimization, 150+ technical analysis indicators (RSI, MACD, Bollinger Bands, ADX), portfolio management, PostgreSQL integration, Helm deployment, CronJob scheduling. Minimal overhead, production-ready, Yahoo Finance data.
 - [Tradingview Screener API](https://github.com/jmargieh/tradingview-screener) ![GitHub last commit (branch)](https://img.shields.io/github/last-commit/jmargieh/tradingview-screener/main) ![GitHub Repo stars](https://img.shields.io/github/stars/jmargieh/tradingview-screener?style=social) | TypeScript | - Query TradingView's financial data with a type-safe, fluent TypeScript API. Screen stocks, crypto, forex, bonds, and futures using 13,000+ data fields. The library includes a Model Context Protocol (MCP) server that lets you query financial markets using natural language in Claude Desktop. This is a unique feature that enables conversational market analysis.
 
 > Vector Based Frameworks