diff --git a/invokeai/frontend/web/docs/README.md b/invokeai/frontend/web/docs/README.md
index 5f9e3c2c55..2545206c6a 100644
--- a/invokeai/frontend/web/docs/README.md
+++ b/invokeai/frontend/web/docs/README.md
@@ -14,6 +14,7 @@
     - [i18next & Weblate](#i18next--weblate)
     - [openapi-typescript](#openapi-typescript)
     - [reactflow](#reactflow)
+    - [zod](#zod)
   - [Client Types Generation](#client-types-generation)
   - [Package Scripts](#package-scripts)
   - [Contributing](#contributing)
@@ -31,50 +32,50 @@ InvokeAI's UI is made possible by a number of excellent open-source libraries. T
 
 ### Redux Toolkit
 
-[Redux Toolkit](https://github.com/reduxjs/redux-toolkit) is used for state management and fetching/caching:
+[Redux Toolkit] is used for state management and fetching/caching:
 
 - `RTK-Query` for data fetching and caching
 - `createAsyncThunk` for a couple other HTTP requests
 - `createEntityAdapter` to normalize things like images and models
 - `createListenerMiddleware` for async workflows
 
-We use [redux-remember](https://github.com/zewish/redux-remember) for persistence.
+We use [redux-remember] for persistence.
 
 ### Socket\.IO
 
-[Socket\.IO](https://github.com/socketio/socket.io) is used for server-to-client events, like generation process and queue state changes.
+[Socket.IO] is used for server-to-client events, like generation process and queue state changes.
 
 ### Chakra UI
 
-[Chakra UI](https://github.com/chakra-ui/chakra-ui) is our primary UI library, but we also use a few components from [Mantine v6](https://v6.mantine.dev/).
+[Chakra UI] is our primary UI library, but we also use a few components from [Mantine v6].
 
 ### KonvaJS
 
-[KonvaJS](https://github.com/konvajs/react-konva) powers the canvas. In the future, we'd like to explore [PixiJS](https://github.com/pixijs/pixijs) or WebGPU.
+[KonvaJS] powers the canvas. In the future, we'd like to explore [PixiJS] or WebGPU.
 
 ### Vite
 
-[Vite](https://github.com/vitejs/vite) is our bundler.
+[Vite] is our bundler.
 
 ### i18next & Weblate
 
-We use [i18next](https://github.com/i18next/react-i18next) for localization, but translation to languages other than English happens on our [Weblate](https://hosted.weblate.org/engage/invokeai/) project. **Only the English source strings should be changed on this repo.**
+We use [i18next] for localization, but translation to languages other than English happens on our [Weblate] project. **Only the English source strings should be changed on this repo.**
 
 ### openapi-typescript
 
-[openapi-typescript](https://github.com/drwpow/openapi-typescript) is used to generate types from the server's OpenAPI schema. See TYPES_CODEGEN.md.
+[openapi-typescript] is used to generate types from the server's OpenAPI schema. See TYPES_CODEGEN.md.
 
 ### reactflow
 
-[reactflow](https://github.com/xyflow/xyflow) powers the Workflow Editor.
+[reactflow] powers the Workflow Editor.
 
 ### zod
 
-[zod](https://github.com/colinhacks/zod) schemas are used to model data structures and provide runtime validation.
+[zod] schemas are used to model data structures and provide runtime validation.
 
 ## Client Types Generation
 
-We use [`openapi-typescript`](https://github.com/drwpow/openapi-typescript) to generate types from the app's OpenAPI schema.
+We use [openapi-typescript] to generate types from the app's OpenAPI schema.
 
 The generated types are written to `invokeai/frontend/web/src/services/api/schema.d.ts`. This file is committed to the repo.
 
@@ -107,11 +108,11 @@ Run with `yarn <script name>`.
 
 Thanks for your interest in contributing to the InvokeAI Web UI!
 
-We encourage you to ping @psychedelicious and @blessedcoolant on [Discord](https://discord.gg/ZmtBAhwWhy) if you want to contribute, just to touch base and ensure your work doesn't conflict with anything else going on. The project is very active.
+We encourage you to ping @psychedelicious and @blessedcoolant on [discord] if you want to contribute, just to touch base and ensure your work doesn't conflict with anything else going on. The project is very active.
 
 ### Dev Environment
 
-Install [node](https://nodejs.org/en/download/) and [yarn classic](https://classic.yarnpkg.com/lang/en/).
+Install [node] and [yarn classic].
 
 From `invokeai/frontend/web/` run `yarn install` to get everything set up.
 
@@ -134,3 +135,20 @@ For a number of technical and logistical reasons, we need to commit UI build art
 If you submit a PR, there is a good chance we will ask you to include a separate commit with a build of the app.
 
 To build for production, run `yarn build`.
+
+[node]: https://nodejs.org/en/download/
+[yarn classic]: https://classic.yarnpkg.com/lang/en/
+[discord]: https://discord.gg/ZmtBAhwWhy
+[Redux Toolkit]: https://github.com/reduxjs/redux-toolkit
+[redux-remember]: https://github.com/zewish/redux-remember
+[Socket.IO]: https://github.com/socketio/socket.io
+[Chakra UI]: https://github.com/chakra-ui/chakra-ui
+[Mantine v6]: https://v6.mantine.dev/
+[KonvaJS]: https://github.com/konvajs/react-konva
+[PixiJS]: https://github.com/pixijs/pixijs
+[Vite]: https://github.com/vitejs/vite
+[i18next]: https://github.com/i18next/react-i18next
+[Weblate]: https://hosted.weblate.org/engage/invokeai/
+[openapi-typescript]: https://github.com/drwpow/openapi-typescript
+[reactflow]: https://github.com/xyflow/xyflow
+[zod]: https://github.com/colinhacks/zod