diff --git a/docs/admin/guides/rbac.md b/docs/admin/guides/rbac.md
index 9d5dab516..90ed85dc2 100644
--- a/docs/admin/guides/rbac.md
+++ b/docs/admin/guides/rbac.md
@@ -18,9 +18,6 @@ customized. The access policies for the Pulp APIs follow the same scheme as the
 about here: [Pulp File RBAC](site:pulp_file/docs/admin/guides/rbac/). Use the Pulp 
 CLI to follow along with the examples here.
 
-!!! note 
-    This feature is currently in tech preview and is subject to change in future releases.
-
 ## Default Index Behavior
 
 By default, the read APIs of the index are accessible to any user, authenticated or not, while the upload APIs 
diff --git a/docs/user/guides/attestation.md b/docs/user/guides/attestation.md
index 20a8ba038..c8a2fca3c 100644
--- a/docs/user/guides/attestation.md
+++ b/docs/user/guides/attestation.md
@@ -87,5 +87,5 @@ API. The attestations can then be verified using tools like `sigstore` or `pypi-
 ```bash
 http $PULP_API/pypi/foo/simple/twine/ "Accept:application/vnd.pypi.simple.v1+json" | jq -r ".files[].provenance"
 
-http $PULP_API/pypi/foo/integrity/twine/6.2.0/twine-6.2.0.tar.gz/
+http $PULP_API/pypi/foo/integrity/twine/6.2.0/twine-6.2.0.tar.gz/provenance/
 ```
diff --git a/docs/user/guides/host.md b/docs/user/guides/host.md
index 4bca5bdb4..3cce146a7 100644
--- a/docs/user/guides/host.md
+++ b/docs/user/guides/host.md
@@ -44,7 +44,7 @@ Setting the distribution's `repository` field will auto-serve the latest version
 
 Only packages present in your repository will be available from your index, but adding a remote source to
 your distribution will enable the pull-through cache feature. This feature allows you to install any package
-from the remote source and have Pulp store that package as orphaned content.
+from the remote source and have Pulp store that package in your repository.
 
 ```bash
 # Add remote to distribution to enable pull-through caching
@@ -54,10 +54,8 @@ pulp python distribution update --name foo --remote bar
 !!! note
     Pull-through caching will respect the includes/excludes filters on the supplied remote.
 
-!!! warning
-    Support for pull-through caching is provided as a tech preview in Pulp 3.
-    Functionality may not work or may be incomplete. Also, backwards compatibility when upgrading
-    is not guaranteed.
+!!! note
+    Setting the remote on a distribution without a repository will cause requested content to be saved as orphans.
 
 !!! warning
     Chaining pull-through indices, having a pull-through point to another pull-through, does not
diff --git a/docs/user/guides/sync.md b/docs/user/guides/sync.md
index bf9dd0f9b..cb2dab88a 100644
--- a/docs/user/guides/sync.md
+++ b/docs/user/guides/sync.md
@@ -135,7 +135,7 @@ pulp python remote create \
     ]' \
     --excludes '[
         "django~=1.0",
-        "scipy"
+        "scipy==1.1.0"
     ]'
 ```
 
diff --git a/docs/user/guides/upload.md b/docs/user/guides/upload.md
index 60aa03552..c4340242d 100644
--- a/docs/user/guides/upload.md
+++ b/docs/user/guides/upload.md
@@ -44,7 +44,7 @@ Each artifact in Pulp represents a file. They can be created during sync or crea
     PKG="shelf-reader-0.1.tar.gz"
     
     # Upload it to Pulp
-    pulp python content upload --relative-path "$PKG" --file "$PKG"
+    pulp python content create --relative-path "$PKG" --file "$PKG"
     ```
 
 === "Output"
@@ -90,7 +90,7 @@ Each artifact in Pulp represents a file. They can be created during sync or crea
 ## Add content to a repository
 
 Once there is a content unit, it can be added to a repository using the `add` command.
-This command requires both the `filename` and `sha256` to ensure that a specific file can be identified,
+This command requires the `sha256` to ensure that a specific file can be identified,
 as Pulp may contain different content units with the same name.
 
 === "Run"
@@ -100,7 +100,7 @@ as Pulp may contain different content units with the same name.
     SHA256="04cfd8bb4f843e35d51bfdef2035109bdea831b55a57c3e6a154d14be116398c"
 
     # Add the created PythonPackage content to the repository
-    pulp python repository content add --repository foo --filename "$PKG" --sha256 "$SHA256"
+    pulp python repository content add --repository foo --sha256 "$SHA256"
     
     # After the task is complete, it gives us a new repository version
     pulp python repository version show --repository foo
@@ -144,7 +144,7 @@ This command requires the same options as the `add` command.
 
     ```bash
     # Remove the PythonPackage content from the repository
-    pulp python repository content remove --repository foo --filename "$PKG" --sha256 "$SHA256"
+    pulp python repository content remove --repository foo --sha256 "$SHA256"
     
     # After the task is complete, it gives us a new repository version
     pulp python repository version show --repository foo
diff --git a/docs/user/learn/tech-preview.md b/docs/user/learn/tech-preview.md
index 32ed6d8e4..736e9ca9d 100644
--- a/docs/user/learn/tech-preview.md
+++ b/docs/user/learn/tech-preview.md
@@ -2,12 +2,5 @@
 
 The following features are currently being released as part of a tech preview
 
-- New endpoint “pulp/api/v3/remotes/python/python/from_bandersnatch/” that allows for Python remote creation from a
-  Bandersnatch config file.
-- PyPI’s json API at content endpoint ‘/pypi/\{package-name}/json’. Allows for basic Pulp-to-Pulp syncing.
-- Fully mirror Python repositories provided PyPI and Pulp itself.
-- `Twine` upload packages to indexes at endpoints '/simple\` or '/legacy'.
-- Create pull-through caches of remote sources.
-- Pulp Domain Support
-- RBAC support
+- Repair package metadata endpoint `/pulp/api/v3/repositories/python/python/{pulp_id}/repair_metadata/`
 - PEP 740 attestations upload and provenance syncing/serving.