diff --git a/README.md b/README.md
index 3c93b6d1..9b36f4b9 100644
--- a/README.md
+++ b/README.md
@@ -278,10 +278,8 @@ SELECT EXISTS(
 ### Features 
 - Smart parsing optimizes what is passed to external functions 🧠
   - Traverses AST with [sqlglot](https://github.com/tobymao/sqlglot) to minimize external function calls
-- Accelerated LLM calls, caching, and constrained decoding 🚀
-  - Enabled via [guidance](https://github.com/guidance-ai/guidance)
-- Easy logging of execution environment with `smoothie.save_recipe()` 🖥️
-  - Enables reproducibility across machines
+- LLM function caching, built on [diskcache](https://grantjenks.com/docs/diskcache/) 🔑 
+- Constrained decoding with [guidance](https://github.com/guidance-ai/guidance) 🚀
 
 
 For a technical walkthrough of how a BlendSQL query is executed, check out [technical_walkthrough.md](./docs/technical_walkthrough.md).
diff --git a/docs/index.md b/docs/index.md
index f43acdd7..ca1ff74b 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -91,10 +91,8 @@ SELECT date, rival, score, documents.content AS "Team Description" FROM w
 ### Features 
 - Smart parsing optimizes what is passed to external functions 🧠
   - Traverses AST with [sqlglot](https://github.com/tobymao/sqlglot) to minimize external function calls
-- Accelerated LLM calls, caching, and constrained decoding 🚀
-  - Enabled via [guidance](https://github.com/guidance-ai/guidance)
-- Easy logging of execution environment with `smoothie.save_recipe()` 🖥️
-  - Enables reproducibility across machines
+- LLM function caching, built on [diskcache](https://grantjenks.com/docs/diskcache/) 🔑 
+- Constrained decoding with [guidance](https://github.com/guidance-ai/guidance) 🚀
 
 
 For a technical walkthrough of how a BlendSQL query is executed, check out [technical_walkthrough.md](reference/technical_walkthrough.md).
\ No newline at end of file