diff --git a/_example_template/Dockerfile b/_example_template/Dockerfile
index 65449f624..d56c81ef4 100644
--- a/_example_template/Dockerfile
+++ b/_example_template/Dockerfile
@@ -1,5 +1,5 @@
 FROM python:3.8-slim-buster
-LABEL org.opencontainers.image.source https://github.com/flyteorg/flytesnacks
+LABEL org.opencontainers.image.source=https://github.com/flyteorg/flytesnacks
 
 WORKDIR /root
 ENV VENV /opt/venv
diff --git a/docs/integrations/index.md b/docs/integrations/index.md
index 57b739dcc..c2e494c51 100644
--- a/docs/integrations/index.md
+++ b/docs/integrations/index.md
@@ -225,6 +225,7 @@ constructs natively within other orchestration tools.
 /auto_examples/openai_batch_agent/index
 /auto_examples/papermill_plugin/index
 /auto_examples/pandera_plugin/index
+/auto_examples/perian_agent/index
 /auto_examples/kfpytorch_plugin/index
 /auto_examples/ray_plugin/index
 /auto_examples/sagemaker_inference_agent/index
diff --git a/examples/perian_agent/Dockerfile b/examples/perian_agent/Dockerfile
index 65449f624..d56c81ef4 100644
--- a/examples/perian_agent/Dockerfile
+++ b/examples/perian_agent/Dockerfile
@@ -1,5 +1,5 @@
 FROM python:3.8-slim-buster
-LABEL org.opencontainers.image.source https://github.com/flyteorg/flytesnacks
+LABEL org.opencontainers.image.source=https://github.com/flyteorg/flytesnacks
 
 WORKDIR /root
 ENV VENV /opt/venv
diff --git a/examples/perian_agent/README.md b/examples/perian_agent/README.md
index 982503a83..15fa2b026 100644
--- a/examples/perian_agent/README.md
+++ b/examples/perian_agent/README.md
@@ -1,6 +1,6 @@
 # PERIAN Job Platform Agent
 
-Flyte Agent plugin for executing Flyte tasks on PERIAN Job Platform (perian.io). PERIAN allows the serverless execution of any task on servers aggregated from multiple cloud providers.
+The PERIAN Flyte Agent enables you to execute Flyte tasks on the [PERIAN Sky Platform](https://perian.io/). PERIAN allows the execution of any task on servers aggregated from multiple cloud providers.
 
 Example usage:
 
@@ -16,6 +16,6 @@ def perian_hello(name: str) -> str:
 
 To get started with PERIAN, see the [PERIAN documentation](https://perian.io/docs/overview) and the [PERIAN Flyte Agent documentation](https://perian.io/docs/flyte-getting-started).
 
-## Agent Setup
+## Agent setup
 
 Consult the [PERIAN Flyte Agent setup guide](https://perian.io/docs/flyte-setup-guide).