diff --git a/docs/docker-image.rst b/docs/docker-image.rst
index c724314d4..2a2fa3902 100644
--- a/docs/docker-image.rst
+++ b/docs/docker-image.rst
@@ -19,7 +19,7 @@ required for the creation of the Docker image.
 Clone the git `ScanCode.io repo <https://github.com/nexB/scancode.io>`_,
 create an environment file, and build the Docker image::
 
-    git clone git@github.com:nexB/scancode.io.git && cd scancode.io
+    git clone https://github.com/nexB/scancode.io.git && cd scancode.io
     make envfile
     docker-compose build
 
diff --git a/docs/scanpipe-command-line.rst b/docs/scanpipe-command-line.rst
index bffba5f0d..7df8d5ef3 100644
--- a/docs/scanpipe-command-line.rst
+++ b/docs/scanpipe-command-line.rst
@@ -76,7 +76,7 @@ copy ``~/docker/alpine-base.tar`` to the foo project :guilabel:`input/` director
 `$ scanpipe add-pipeline --project PROJECT <pipeline ...>`
 ----------------------------------------------------------
 
-Add the ``<pipeline>`` found at this location to the project named ``PROJECT``.
+Add the ``<pipeline>`` to the provided ``PROJECT``.
 You can use more than one ``<pipeline>`` to add multiple pipelines at once.
 
 .. warning::
@@ -85,17 +85,13 @@ You can use more than one ``<pipeline>`` to add multiple pipelines at once.
 For example, assuming you have created beforehand a project named "foo", this will
 add the docker pipeline to your project::
 
-    $ scanpipe add-pipeline --project foo scanpipe/pipelines/docker.py
+    $ scanpipe add-pipeline --project foo docker
 
 
 `$ scanpipe run --project PROJECT`
 ----------------------------------
 
-Run all the pipelines of the project named ``PROJECT``.
-
-Optional arguments:
-
-- ``--resume`` Resume the latest failed pipeline execution.
+Run the next pipeline of the project named ``PROJECT`` queue.
 
 
 `$ scanpipe show-pipeline --project PROJECT`
diff --git a/docs/scanpipe-concepts.rst b/docs/scanpipe-concepts.rst
index 7e70eeb0f..b79b32f23 100644
--- a/docs/scanpipe-concepts.rst
+++ b/docs/scanpipe-concepts.rst
@@ -46,14 +46,11 @@ Analysis results and reports are eventually posted at the end of a pipeline run.
 
 All pipelines are located in the ``scanpipe.pipelines`` module.
 Each pipeline consist of a Python script including one subclass of the ``Pipeline`` class.
-Each step is a method of the ``Pipeline`` class decorated with a ``@step`` decorator.
-At its end, a step states which is the next step to execute.
+Each step is a method of the ``Pipeline`` class.
+The execution order of the steps is declared through the ``steps`` class attribute.
 
 .. note::
     One or more pipelines can be assigned to a project as a sequence.
-    If one pipeline of a sequence completes successfully, the next pipeline in
-    the queue for this project is launched automatically and this until all
-    the scheduled pipelines have executed.
 
 
 Codebase Resources
diff --git a/docs/scanpipe-tutorial-1.rst b/docs/scanpipe-tutorial-1.rst
index 7bc3c678d..3839229bd 100644
--- a/docs/scanpipe-tutorial-1.rst
+++ b/docs/scanpipe-tutorial-1.rst
@@ -39,7 +39,7 @@ Step-by-step
 
 - Add the docker pipeline to your project::
 
-    $ scanpipe add-pipeline --project staticbox scanpipe/pipelines/docker.py
+    $ scanpipe add-pipeline --project docker
 
 - Check that the docker pipeline was added to your project::
 
@@ -59,13 +59,13 @@ Step-by-step
   pipeline run::
 
     $ scanpipe show-pipeline --project staticbox
-    "[SUCCESS] scanpipe/pipelines/docker.py"
+    "[SUCCESS] docker"
 
 - Get the results of the pipeline run as a JSON file using the ``output`` command::
 
-    $ scanpipe output --project staticbox results.json
+    $ scanpipe output --project staticbox --format json
 
-- Open the ``results.json`` in your preferred viewer.
+- Open the ``output/results-<timestamp>.json`` in your preferred viewer.
 
 ----
 
@@ -80,5 +80,5 @@ Step-by-step
 
       $ scanpipe create-project staticbox2 \
         --input ~/30-alpine-nickolashkraus-staticbox-latest.tar \
-        --pipeline scanpipe/pipelines/docker.py \
+        --pipeline docker \
         --run
diff --git a/docs/scanpipe-tutorial-2.rst b/docs/scanpipe-tutorial-2.rst
index 9d268587b..a67f80fc4 100644
--- a/docs/scanpipe-tutorial-2.rst
+++ b/docs/scanpipe-tutorial-2.rst
@@ -30,7 +30,7 @@ Step-by-step
 
     $ scanpipe create-project asgiref \
         --input ~/asgiref-3.3.0-py3-none-any.whl \
-        --pipeline scanpipe/pipelines/scan_codebase.py \
+        --pipeline scan_codebase \
         --run
 
 .. note::