diff --git a/workspaces/editors.md b/workspaces/editors.md
index 13513b2b4..3b60a3f86 100644
--- a/workspaces/editors.md
+++ b/workspaces/editors.md
@@ -319,47 +319,36 @@ Coder supports [RStudio](rstudio.com). To create a workspace that lets you use
 RStudio:
 
 1. Create a [custom image](../images/writing.md) with RStudio installed,
-   `rserver` and `pgrep` in `PATH`, and RStudio configured to run on the default
-   port (`8787`).
+   `rserver` in `PATH`.
 
    To do this, you can refer to the sample Dockerfile below, which installs
-   RStudio Server Open Source and creates a Unix user to log in with username
-   `coder` and password `rstudio`.
+   RStudio Server Open Source to log in with username `coder` and password
+   `rstudio`.
+
+   > This Dockerfile approach works now with latest versions of RStudio
+   > including 2022-2-1.
 
    ```Dockerfile
-   FROM ubuntu:20.04
+   FROM codercom/enterprise-base:ubuntu
 
    USER root
 
    # Install dependencies
    RUN apt-get update && \
    DEBIAN_FRONTEND="noninteractive" apt-get install --yes \
-   bash \
-   sudo \
-   git \
-   ssh \
-   locales \
-   wget \
    r-base \
    gdebi-core
 
    # Install RStudio
-   RUN wget https://download2.rstudio.org/server/bionic/amd64/rstudio-server-1.4.1717-amd64.deb && \
-   gdebi --non-interactive rstudio-server-1.4.1717-amd64.deb
-
-   # Create coder user
-   RUN useradd coder \
-   --create-home \
-   --shell=/bin/bash \
-   --uid=1000 \
-   --user-group && \
-   echo "coder ALL=(ALL) NOPASSWD:ALL" >>/etc/sudoers.d/nopasswd
+   RUN wget https://download2.rstudio.org/server/bionic/amd64/rstudio-server-2022.02.1-461-amd64.deb && \
+   gdebi --non-interactive rstudio-server-2022.02.1-461-amd64.deb
 
    # Ensure rstudio files can be written to by the coder user.
    RUN chown -R coder:coder /var/lib/rstudio-server
    RUN echo "server-pid-file=/tmp/rstudio-server.pid" >> /etc/rstudio/rserver.conf
    RUN echo "server-data-dir=/tmp/rstudio" >> /etc/rstudio/rserver.conf
    RUN echo "www-frame-origin=same" >> /etc/rstudio/rserver.conf
+   RUN echo "server-user=coder" >> /etc/rstudio/rserver.conf
 
    # Remove the following line if you do not run Coder on https
    RUN echo "server-add-header=X-Forwarded-Proto: https" >> /etc/rstudio/rserver.conf
@@ -384,8 +373,8 @@ RStudio:
 
    ![Applications with RStudio launcher](../assets/workspaces/rstudio.png)
 
-   Sign in using the Unix user (whose username and password you defined in your
-   image).
+   Coder auto-signs in using the Unix user (whose username and password you
+   defined in your custom image above).
 
    > RStudio may take a few additional seconds to start launch after the
    > workspace is built.