diff --git a/charts/agent-docker/CHANGELOG.md b/charts/agent-docker/CHANGELOG.md
index d94abac..8806c72 100644
--- a/charts/agent-docker/CHANGELOG.md
+++ b/charts/agent-docker/CHANGELOG.md
@@ -9,6 +9,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [UNRELEASED]
 
+## [v0.3.2]
+
+### Updated
+
+- Note about relation to agent-k8s chart.
+
 ## [v0.3.1]
 
 ### Added
diff --git a/charts/agent-docker/Chart.yaml b/charts/agent-docker/Chart.yaml
index 99f7742..ccc09b8 100644
--- a/charts/agent-docker/Chart.yaml
+++ b/charts/agent-docker/Chart.yaml
@@ -5,6 +5,12 @@ description: |
   where runs are executed in [dind](https://hub.docker.com/_/docker) sidecar container.
   Run phases are isolated into docker containers.
 
+  > **Note**
+  > We suggest to install this chart only is you already rely on scalr-agent,
+  > and migrating your AgentPool from other installation methods: e.g. rpm / deb / docker.
+  > For new deployments we encourage you to try the new [`agent-k8s`](/charts/agent-k8s) chart,
+  > that has many advantages over the `agent-docker`.
+
   Kuberentes deployment doesn't scale on multiple replicas.
   Consequently, the capacity of compute resources that can be managed
   by a single agent remains constrained by a single node.
@@ -13,7 +19,7 @@ description: |
 
   ![Agent in Docker deployment diagram](/charts/agent-docker/assets/agent-docker-deploy-diagram.jpg)
 type: application
-version: 0.3.1
+version: 0.3.2
 appVersion: "0.1.33"
 home: https://github.com/Scalr/agent-helm/tree/master/charts/agent-docker
 maintainers:
diff --git a/charts/agent-docker/README.md b/charts/agent-docker/README.md
index 38b404c..ce1ba06 100644
--- a/charts/agent-docker/README.md
+++ b/charts/agent-docker/README.md
@@ -1,11 +1,17 @@
 # agent-docker
 
-![Version: 0.3.0](https://img.shields.io/badge/Version-0.3.0-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: 0.1.33](https://img.shields.io/badge/AppVersion-0.1.33-informational?style=flat-square)
+![Version: 0.3.2](https://img.shields.io/badge/Version-0.3.2-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: 0.1.33](https://img.shields.io/badge/AppVersion-0.1.33-informational?style=flat-square)
 
 A Helm chart for the scalr-agent deployment on ths Kubernetes cluster,
 where runs are executed in [dind](https://hub.docker.com/_/docker) sidecar container.
 Run phases are isolated into docker containers.
 
+> **Note**
+> We suggest to install this chart only is you already rely on scalr-agent,
+> and migrating your AgentPool from other installation methods: e.g. rpm / deb / docker.
+> For new deployments we encourage you to try the new [`agent-k8s`](/charts/agent-k8s) chart,
+> that has many advantages over the `agent-docker`.
+
 Kuberentes deployment doesn't scale on multiple replicas.
 Consequently, the capacity of compute resources that can be managed
 by a single agent remains constrained by a single node.
diff --git a/charts/agent-k8s/CHANGELOG.md b/charts/agent-k8s/CHANGELOG.md
index b398441..f0ba561 100644
--- a/charts/agent-k8s/CHANGELOG.md
+++ b/charts/agent-k8s/CHANGELOG.md
@@ -9,18 +9,28 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [UNRELEASED]
 
+## [v0.2.2]
+
+### Fixed
+
+- Improve the agent-k8s chart description
+- Note about relation to agent-docker chart.
+
 ## [v0.2.1]
 
 ### Added
+
 - Chart description
 - Kubernetes deployment diagram
 
 ## [v0.2.0]
 
 ### Added
+
 - Automatically rollout deployment on the Sclar token change
 
 ## [v0.1.0]
 
 ### Added
+
 - Initial release.
diff --git a/charts/agent-k8s/Chart.yaml b/charts/agent-k8s/Chart.yaml
index a190613..101cd91 100644
--- a/charts/agent-k8s/Chart.yaml
+++ b/charts/agent-k8s/Chart.yaml
@@ -5,6 +5,11 @@ description: |
   where runs are executed in Pods in the same cluster.
   Run phases are isolated in kubernetes containers with resource limits.
 
+  > **Note**
+  > This new deployment architecture is currently in preview.
+  > It has many advantages over the [`agent-docker`](/charts/agent-docker) chart and
+  > would eventually replace it.
+
   Agent pool DaemomSet scales up/down with the cluster, registering
   and deregistering agents from the pool. When an Agent receives a job from Scalr,
   it schedules a Pod for execution. The Kubernetes workload scheduler assigns the Pod
@@ -14,7 +19,7 @@ description: |
 
   ![Agent in Kubernetes deployment diagram](/charts/agent-k8s/assets/agent-k8s-deploy-diagram.jpg)
 type: application
-version: 0.2.1
+version: 0.2.2
 appVersion: "0.1.33"
 home: https://github.com/Scalr/agent-helm/tree/master/charts/agent-k8s
 maintainers:
diff --git a/charts/agent-k8s/README.md b/charts/agent-k8s/README.md
index 8fd3d0a..0938adc 100644
--- a/charts/agent-k8s/README.md
+++ b/charts/agent-k8s/README.md
@@ -1,11 +1,16 @@
 # agent-k8s
 
-![Version: 0.2.1](https://img.shields.io/badge/Version-0.2.1-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: 0.1.33](https://img.shields.io/badge/AppVersion-0.1.33-informational?style=flat-square)
+![Version: 0.2.2](https://img.shields.io/badge/Version-0.2.2-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: 0.1.33](https://img.shields.io/badge/AppVersion-0.1.33-informational?style=flat-square)
 
 A Helm chart for the scalr-agent deployment on the Kubernetes cluster,
 where runs are executed in Pods in the same cluster.
 Run phases are isolated in kubernetes containers with resource limits.
 
+> **Note**
+> This new deployment architecture is currently in preview.
+> It has many advantages over the [`agent-docker`](/charts/agent-docker) chart and
+> would eventually replace it.
+
 Agent pool DaemomSet scales up/down with the cluster, registering
 and deregistering agents from the pool. When an Agent receives a job from Scalr,
 it schedules a Pod for execution. The Kubernetes workload scheduler assigns the Pod
@@ -27,11 +32,11 @@ linearly based on the load.
 
 | Key | Type | Default | Description |
 |-----|------|---------|-------------|
-| agent.container_task_cpu_limit | float | `8` | If your container only needs ¼ of a core, you would put a value of 0.25 cores. |
-| agent.container_task_cpu_request | float | `1` | put the value 2. If your container only needs ¼ of a core, you would put a value of 0.25 cores. |
+| agent.container_task_cpu_limit | float | `8` | CPU resource limit defined in cores. If your container needs two full cores to run, you would put the value 2. If your container only needs ¼ of a core, you would put a value of 0.25 cores. |
+| agent.container_task_cpu_request | float | `1` | CPU resource request defined in cores. If your container needs two full cores to run, you would put the value 2. If your container only needs ¼ of a core, you would put a value of 0.25 cores. |
 | agent.container_task_mem_limit | int | `16384` | Memory resource limit defined in megabytes. |
 | agent.container_task_mem_request | int | `1024` | Memory resource request defined in megabytes. |
-| agent.container_task_scheduling_timeout | int | `120` | does not allocate resources for the container in that timeout, the task will be switched to the errored status. |
+| agent.container_task_scheduling_timeout | int | `120` | The container task's (e.g., Kubernetes Pod) scheduling timeout in seconds. The task will be waiting for the scheduling in the queued status; if the cluster does not allocate resources for the container in that timeout, the task will be switched to the errored status. |
 | agent.data_home | string | `"/home/kubernetes/flexvolume/agent-k8s"` | The agent working directory on the cluster host node. |
 | agent.debug | bool | `false` | Enable debug logs |
 | agent.disconnect_on_stop | bool | `true` | Determines if the agent should automatically disconnect from the Scalr agent pool when the service is stopping. |
@@ -44,8 +49,8 @@ linearly based on the load.
 | agent.worker_drain_timeout | int | `3600` | The timeout for draining worker tasks in seconds. After this timeout, tasks will be terminated via the SIGTERM signal. |
 | agent.worker_on_stop_action | string | `"drain"` | Defines the SIGTERM/SIGHUP/SIGINT signal handler's shutdown behavior. Options: "drain" or "grace-shutdown" or "force-shutdown". |
 | fullnameOverride | string | `""` |  |
-| image.pullPolicy | string | `"Always"` |  |
-| image.repository | string | `"scalr/agent"` |  |
+| image.pullPolicy | string | `"Always"` | The pullPolicy for a container and the tag of the image. |
+| image.repository | string | `"scalr/agent"` | Docker repository for the Scalr Agent image. |
 | image.tag | string | `""` | Overrides the image tag whose default is the chart appVersion. |
 | imagePullSecrets | list | `[]` |  |
 | nameOverride | string | `""` |  |
diff --git a/charts/agent-k8s/values.yaml b/charts/agent-k8s/values.yaml
index 25b7e2f..e232739 100644
--- a/charts/agent-k8s/values.yaml
+++ b/charts/agent-k8s/values.yaml
@@ -1,9 +1,9 @@
 # Default values for agent-k8s.
 
 image:
-  # Docker repository for the Scalr Agent image.
+  # -- Docker repository for the Scalr Agent image.
   repository: scalr/agent
-  # The pullPolicy for a container and the tag of the image.
+  # -- The pullPolicy for a container and the tag of the image.
   pullPolicy: Always
   # -- Overrides the image tag whose default is the chart appVersion.
   tag: ""
@@ -28,14 +28,14 @@ agent:
   # -- The agent working directory on the cluster host node.
   data_home: "/home/kubernetes/flexvolume/agent-k8s"
   # -- The container task's (e.g., Kubernetes Pod) scheduling timeout in seconds.
-  # -- The task will be waiting for the scheduling in the queued status; if the cluster
-  # -- does not allocate resources for the container in that timeout, the task will be switched to the errored status.
+  # The task will be waiting for the scheduling in the queued status; if the cluster
+  # does not allocate resources for the container in that timeout, the task will be switched to the errored status.
   container_task_scheduling_timeout: 120
   # -- CPU resource request defined in cores. If your container needs two full cores to run, you would
-  # -- put the value 2. If your container only needs ¼ of a core, you would put a value of 0.25 cores.
+  # put the value 2. If your container only needs ¼ of a core, you would put a value of 0.25 cores.
   container_task_cpu_request: 1.0
   # -- CPU resource limit defined in cores. If your container needs two full cores to run, you would put the value 2.
-  # -- If your container only needs ¼ of a core, you would put a value of 0.25 cores.
+  # If your container only needs ¼ of a core, you would put a value of 0.25 cores.
   container_task_cpu_limit: 8.0
   # -- Memory resource request defined in megabytes.
   container_task_mem_request: 1024