diff --git a/README.md b/README.md
index fedd64c46..67e3043a1 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,10 @@
 
 An intuitive, easy-to-use python interface for batch resource requesting, access, job submission, and observation. Simplifying the developer's life while enabling access to high-performance compute resources, either in the cloud or on-prem.
 
-Tutorial and basics walkthrough coming soon!
+For guided demos and basics walkthroughs, check out the following links:
+ - Guided demo notebooks available [here](https://github.com/project-codeflare/codeflare-sdk/tree/main/demo-notebooks/guided-demos), and copies of the notebooks with [expected output](https://github.com/project-codeflare/codeflare-sdk/tree/main/demo-notebooks/guided-demos/notebook-ex-outputs) also available
+ - Note that these notebooks will work with the latest `codeflare-sdk` PyPI release. For testing and experimentation with `main` branch, please use the [preview notebooks](https://github.com/project-codeflare/codeflare-sdk/tree/main/demo-notebooks/guided-demos/preview_nbs)
+ - Additionally, we have a [video walkthrough](https://www.youtube.com/watch?v=U76iIfd9EmE) of these basic demos from June, 2023
 
 Full documentation can be found [here](https://project-codeflare.github.io/codeflare-sdk/)
 
@@ -62,7 +65,7 @@ The following instructions apply when doing release manually. This may be requir
 
 * Check and update the version in "pyproject.toml" file.
 * Generate new documentation.
-`pdoc --html -o docs src/codeflare_sdk && pushd docs && rm -rf cluster job utils && mv codeflare_sdk/* . && rm -rf codeflare_sdk && popd` (it is possible to install **pdoc** using the following command `poetry install --with docs`)
+`pdoc --html -o docs src/codeflare_sdk && pushd docs && rm -rf cluster job utils && mv codeflare_sdk/* . && rm -rf codeflare_sdk && popd && find docs -type f -name "*.html" -exec bash -c "echo '' >> {}" \;` (it is possible to install **pdoc** using the following command `poetry install --with docs`)
 * Commit all the changes to the repository.
 * Create Github release (https://docs.github.com/en/repositories/releasing-projects-on-github/managing-releases-in-a-repository#creating-a-release).
 * Build the Python package. `poetry build`