From fed2fc814b617d1ba6ee6df0c07dd83e687800a2 Mon Sep 17 00:00:00 2001
From: DEEPAK ACHARYA <108419163+D1EE7P2U9@users.noreply.github.com>
Date: Sat, 20 Jun 2026 13:02:20 +0530
Subject: [PATCH 1/2] Add Loopentx to gen ai

---
 README.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.md b/README.md
index dfcb3ffbd7..82508b66cd 100644
--- a/README.md
+++ b/README.md
@@ -171,6 +171,7 @@ _Libraries for building AI applications, LLM integrations, and autonomous agents
   - [funasr](https://github.com/modelscope/FunASR) - Industrial-grade speech recognition toolkit with 170x realtime speed, 50+ languages, speaker diarization, and emotion detection.
   - [vibevoice](https://github.com/microsoft/VibeVoice) - A family of open-source voice AI models from Microsoft for text-to-speech and long-form speech recognition.
   - [voxcpm](https://github.com/OpenBMB/VoxCPM) - A tokenizer-free text-to-speech foundation model for multilingual speech generation and voice cloning.
+  - [Loopentx](https://github.com/yourusername/loopentx) - A Python framework for building autonomous agentic loops with durable execution, trust scoring, and shadow mode deployment.
 
 ### Deep Learning
 

From e789000f219ad7bd7a5e61edaa9f10d81d3a0e59 Mon Sep 17 00:00:00 2001
From: DEEPAK ACHARYA <108419163+D1EE7P2U9@users.noreply.github.com>
Date: Sat, 20 Jun 2026 13:06:18 +0530
Subject: [PATCH 2/2] Add Loop Engineering section to README

Added a new section for Loop Engineering and reintroduced Loopentx.
---
 README.md | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 82508b66cd..852cf8db39 100644
--- a/README.md
+++ b/README.md
@@ -171,8 +171,10 @@ _Libraries for building AI applications, LLM integrations, and autonomous agents
   - [funasr](https://github.com/modelscope/FunASR) - Industrial-grade speech recognition toolkit with 170x realtime speed, 50+ languages, speaker diarization, and emotion detection.
   - [vibevoice](https://github.com/microsoft/VibeVoice) - A family of open-source voice AI models from Microsoft for text-to-speech and long-form speech recognition.
   - [voxcpm](https://github.com/OpenBMB/VoxCPM) - A tokenizer-free text-to-speech foundation model for multilingual speech generation and voice cloning.
-  - [Loopentx](https://github.com/yourusername/loopentx) - A Python framework for building autonomous agentic loops with durable execution, trust scoring, and shadow mode deployment.
 
+### Loop Engineering 
+_Agentic loop framework with durable execution and trust layer
+  - [Loopentx](https://github.com/yourusername/loopentx) - A Python framework for building autonomous agentic loops with durable execution, trust scoring, and shadow mode deployment.
 ### Deep Learning
 
 _Frameworks for Neural Networks and Deep Learning. Also see [awesome-deep-learning](https://github.com/ChristosChristofidis/awesome-deep-learning)._