diff --git a/README.md b/README.md
index 26a173a..d037597 100644
--- a/README.md
+++ b/README.md
@@ -6,14 +6,14 @@ This repository contains a tutorial on how to combine [wandb](https://wandb.ai/)
 with [Slurm](https://slurm.schedmd.com/)'s pre-emption, i.e. how to automatically
 re-queue and resume runs from a Weights & Biases sweep on a Slurm cluster.
 
-This is work in progress:
+## Getting started
 
-- TODO Debug failure scenarios
-
-- TODO Write a self-contained walk-through.
-
-## Installation
+### Installation
 
 ```bash
 pip install git+https://github.com/f-dangel/wandb_preempt.git@main
 ```
+
+### Basic Example
+
+Please see the [docs](https://wandb-preempt.readthedocs.io/en/latest/walkthrough/).