diff --git a/README.md b/README.md
index f514d35d11..bc18bba86c 100644
--- a/README.md
+++ b/README.md
@@ -155,6 +155,7 @@ _Libraries for building AI applications, LLM integrations, and autonomous agents
   - [pydantic-ai](https://github.com/pydantic/pydantic-ai) - A Python agent framework for building generative AI applications with structured schemas.
   - [TradingAgents](https://github.com/TauricResearch/TradingAgents) - A multi-agents LLM financial trading framework.
 - Data Layer
+  - [entroly](https://github.com/juyterman1000/entroly) - An auditable context control plane that optimizes prompt context, stabilizes cache prefixes, and verifies answers locally with WITNESS.
   - [instructor](https://github.com/567-labs/instructor) - A library for extracting structured data from LLMs, powered by Pydantic.
   - [llama-index](https://github.com/run-llama/llama_index) - A data framework for your LLM application.
   - [mem0](https://github.com/mem0ai/mem0) - An intelligent memory layer for AI agents enabling personalized interactions.