diff --git a/content/releases/Release Notes 08.15.24.md b/content/releases/Release Notes 08.15.24.md
index bdae179e46ae8..e8cc077681d7a 100644
--- a/content/releases/Release Notes 08.15.24.md	
+++ b/content/releases/Release Notes 08.15.24.md	
@@ -7,6 +7,7 @@ tags:
   - dev
   - yousim
 ---
+
 ## YouSim is Open Source!!!
 
 Today we open source [YouSim](https://yousim.ai/)!
@@ -16,22 +17,29 @@ Inspired by [WorldSim](https://worldsim.nousresearch.com), [WebSim](https://we
 Now you can fork, contribute, or host your own version of our identity simulator. Tweak the models, interface, prompting, or cognitive architecture to see how far we can collectively push the boundaries of the latent space.
 
 ## Updates
+
 Honcho & YouSim today:
+
 ### YouSim v1.2.0
+
 **💾 OPEN SOURCE**
+
 - [Check out the repo here](https://github.com/plastic-labs/yousim)
 
 **🔧 AUTOSCROLL FIX**
+
 - Scroll up or with generation
 
 ### Honcho v0.0.12
-- Released version v0.0.14 of the Python SDK 
-- Released version v0.0.6 of the Node SDK 
+
+- Released version v0.0.14 of the Python SDK
+- Released version v0.0.6 of the Node SDK
 - Both include upstream bug fixes
 
 ## Links
+
 - [Try YouSim](https://yousim.ai/)
 - [Tips & Tricks video](https://www.loom.com/share/b2fe578b183b400b88845656d7ceb232?sid=59c562ae-00e8-483c-82a9-7218b61f93e8)
 - [Subscribe to updates](https://plasticlabs.typeform.com/yousimupdates)
 - [Join us in Discord](https://discord.gg/plasticlabs) to swap sims, screenshots, & ASCII art
-- [[YouSim; Explore the Multiverse of Identity|Read about why we made it]]
+- [[YouSim;-Explore-The-Multiverse-of-Identity|Read about why we made it]]
diff --git a/content/releases/Release Notes 10.31.24.md b/content/releases/Release Notes 10.31.24.md
new file mode 100644
index 0000000000000..0a907c1d823e8
--- /dev/null
+++ b/content/releases/Release Notes 10.31.24.md	
@@ -0,0 +1,54 @@
+---
+title: Release Notes 10.31.24
+date: 10.31.24
+tags:
+  - releases
+  - honcho
+  - dev
+  - yousim
+---
+
+## News
+
+New Honcho Updates:
+
+- [[Release-Notes-10.31.24#honcho-v0012|Honcho v0.0.12]]
+- [Python SDK v0.0.15](https://pypi.org/project/honcho-ai/)
+- [NodeJS SDK v0.0.6](https://www.npmjs.com/package/honcho-ai)
+
+Honcho Demo [YouSim](https://yousim.ai) went [viral](https://x.com/courtlandleer/status/1851009358752076261)!
+
+## Honcho v0.0.12
+
+an Overhauled Deriver and Dialectic API!
+
+ADDED
+
+- GitHub Actions Testing
+- Ability to disable derivations on a session using the `deriver_disabled` flag
+- in a session's metadata
+- `/v1/` prefix to all routes
+
+CHANGED
+
+- Environment variable to control deriver workers
+- Changed `public_ids` to use [NanoID](https://github.com/ai/nanoid) and internal ID to use `BigInt`
+- Dialectic Endpoint can take a list of queries
+- Using `uv` for project management
+- User Representations stored in a metamessage rather than using reserved collection
+- Base model for Dialectic API and Deriver is now Claude 3.5 Sonnet
+- Paginated `GET` requests now `POST` requests for better developer UX
+
+REMOVED
+
+- Mirascope Dependency
+- Slowapi Dependency
+- Opentelemetry Dependencies and Setup
+
+## Links
+
+- [Sign-up for the private beta](https://plasticlabs.typeform.com/honchobeta) & start building personalized agent experiences
+- [Join our Discord](https://discord.gg/plasticlabs) & tell us what you're working on
+- [Visit our open-source repo](https://github.com/plastic-labs/honcho) & get your hands dirty
+- [Check out the docs](https://docs.honcho.dev)
+- [Play with YouSim](https://yousim.ai)--portal to the multiverse of identity