diff --git a/docs/faq.rst b/docs/faq.rst
index ceed0a2e91..7df353d73a 100644
--- a/docs/faq.rst
+++ b/docs/faq.rst
@@ -22,13 +22,18 @@ you may use the Docker image to run pipelines as a single command:
 .. code-block:: bash
 
   docker run --rm \
-    -v "$(pwd)":/codedrop \
     ghcr.io/aboutcode-org/scancode.io:latest \
-    sh -c "run scan_codebase /codedrop" \
+    -v "$(pwd)":/codedrop \
+    run scan_codebase /codedrop \
     > results.json
 
 Refer to the :ref:`cli_run` section for more about this approach.
 
+.. tip::
+    Prefer a one-liner? Use this to scan your current directory::
+
+        curl -sSL https://raw.githubusercontent.com/aboutcode-org/scancode.io/main/etc/scripts/run-scan.sh | bash
+
 .. _faq_which_pipeline:
 
 Which pipeline should I use?
diff --git a/docs/index.rst b/docs/index.rst
index 85d5c06ba2..8a32c9e26c 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -1,19 +1,22 @@
-ScanCode.io documentation
+ScanCode.io Documentation
 =========================
 
-Welcome to the very start of your ScanCode.io journey! In this documentation
-you’ll find information on:
+Welcome! This is your starting point for everything ScanCode.io.
 
-- An overview of ScanCode.io and ScanPipe
-- Installation instructions
-- Tutorials to get you started
-- Reference documentation about the ScanPipe concepts, Pipelines, Pipes and more
-- How to make technical contributions to the project and the community
+In this documentation, you’ll find:
+
+- A **QuickStart guide** to run your first scan
+- An **overview** of what ScanCode.io is and what it can do
+- **Installation instructions** for full access
+- Step-by-step **tutorials** to dive deeper
+- In-depth **reference docs** on concepts, pipelines, configuration, and APIs
+- Guides on how to **contribute** to the project and community
 
 .. toctree::
     :maxdepth: 2
     :caption: Getting Started
 
+    quickstart
     introduction
     installation
     user-interface
@@ -23,7 +26,7 @@ you’ll find information on:
 
 .. toctree::
     :maxdepth: 2
-    :caption: Tutorial
+    :caption: Tutorials
 
     tutorial_web_ui_analyze_docker_image
     tutorial_web_ui_review_scan_results
@@ -37,7 +40,7 @@ you’ll find information on:
 
 .. toctree::
     :maxdepth: 2
-    :caption: Reference Documentation
+    :caption: Reference
 
     scanpipe-concepts
     built-in-pipelines
diff --git a/docs/installation.rst b/docs/installation.rst
index 83cc1ad197..2cc29642e6 100644
--- a/docs/installation.rst
+++ b/docs/installation.rst
@@ -221,8 +221,8 @@ And visit the web UI at: http://localhost/project/
 
 .. _local_development_installation:
 
-Local development installation
-------------------------------
+Local development
+-----------------
 
 Supported Platforms
 ^^^^^^^^^^^^^^^^^^^
@@ -247,7 +247,7 @@ Before you install ScanCode.io, make sure you have the following prerequisites:
 
  * **Python: versions 3.10 to 3.13** found at https://www.python.org/downloads/
  * **Git**: most recent release available at https://git-scm.com/
- * **PostgreSQL**: release 11 or later found at https://www.postgresql.org/ or
+ * **PostgreSQL**: release 13 or later found at https://www.postgresql.org/ or
    https://postgresapp.com/ on macOS
 
 .. _system_dependencies:
diff --git a/docs/introduction.rst b/docs/introduction.rst
index 051903f5d3..618b8ec449 100644
--- a/docs/introduction.rst
+++ b/docs/introduction.rst
@@ -105,8 +105,3 @@ images, containers, root filesystems, and virtual machine images.
     As a common practice, ScanCode.io releases usually follow ScanCode Toolkit releases
     to ensure the latest improvements of the scanning engines are included in the
     latest release of ScanCode.io.
-
-
-.. Some of this documentation is borrowed from the metaflow documentation and is also
-   under Apache-2.0
-.. Copyright (c) Netflix
diff --git a/docs/quickstart.rst b/docs/quickstart.rst
new file mode 100644
index 0000000000..11189c1e31
--- /dev/null
+++ b/docs/quickstart.rst
@@ -0,0 +1,107 @@
+.. _quickstart:
+
+QuickStart
+==========
+
+Run a Scan (no installation required!)
+--------------------------------------
+
+The **fastest way** to get started and **scan a codebase** —
+**no installation needed** — is by using the latest
+**ScanCode.io Docker image**.
+
+.. warning::
+    **Docker must be installed on your system**.
+    Visit the `Docker documentation <https://docs.docker.com/get-docker/>`_ to install
+    it for your platform.
+
+To run the :ref:`pipeline_scan_codebase` pipeline on a **local directory**
+with a **single command**:
+
+.. code-block:: bash
+
+    docker run --rm \
+      -v "$(pwd)":/codedrop \
+      ghcr.io/aboutcode-org/scancode.io:latest \
+      run scan_codebase /codedrop \
+      > results.json
+
+Let's unpack what each part of the command does:
+
+- ``docker run --rm``
+  Runs a temporary Docker container that is automatically removed after it finishes.
+
+- ``-v "$(pwd)":/codedrop``
+  Mounts your current directory into the container at ``/codedrop`` so it can be
+  scanned.
+
+- ``ghcr.io/aboutcode-org/scancode.io:latest``
+  Uses the latest ScanCode.io image from GitHub Container Registry.
+
+- ``run scan_codebase /codedrop``
+  Runs the ``scan_codebase`` pipeline inside the container, using the mounted directory
+  as the input source.
+
+- ``> results.json``
+  Saves the scan output to a ``results.json`` file on your machine.
+
+The result? A **full scan of your local directory — no setup, one command!**
+
+See the :ref:`RUN command <cli_run>` section for more details on this command.
+
+.. note::
+    Not sure which pipeline to use? Check out :ref:`faq_which_pipeline`.
+
+Next Step: Local Installation
+-----------------------------
+
+Install ScanCode.io, to **unlock all features**:
+
+- **User Interface:** Explore dashboards, codebase data, charts, and scan results.
+  See :ref:`user_interface`.
+- **Project Management:** Create, filter, and monitor projects.
+- **REST API:** Automate your scans with the :ref:`rest_api`.
+- **CLI:** Use the :ref:`command_line_interface` to work from the terminal.
+- **Webhooks:** Get real-time updates via custom integrations. See :ref:`webhooks`.
+- **Slack Notifications:** Send project updates to Slack. Follow setup in
+  :ref:`webhooks_slack_notifications`.
+
+See the :ref:`installation` chapter for the full list of installation options.
+
+Integrate with Your Workflows
+-----------------------------
+
+ScanCode.io can be part of your CI/CD workflow.
+
+GitHub Actions
+^^^^^^^^^^^^^^
+
+Use the official `scancode-action <https://github.com/aboutcode-org/scancode-action>`_
+to integrate **ScanCode.io into your GitHub workflows** with ease.
+
+This action lets you:
+
+- **Run pipelines**
+- **Check for compliance issues**
+- **Detect vulnerabilities**
+- **Generate SBOMs and scan results**
+
+Example usage:
+
+.. code-block:: yaml
+
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          path: scancode-inputs
+      - uses: aboutcode-org/scancode-action@main
+        with:
+          pipelines: "scan_codebase"
+          output-formats: "json xlsx spdx cyclonedx"
+
+Full details available at:
+https://github.com/aboutcode-org/scancode-action
+
+.. tip::
+    Learn more about automation options in the :ref:`automation` section.
diff --git a/etc/scripts/run-scan.sh b/etc/scripts/run-scan.sh
new file mode 100755
index 0000000000..75187f3d21
--- /dev/null
+++ b/etc/scripts/run-scan.sh
@@ -0,0 +1,59 @@
+#!/bin/bash
+
+# SPDX-License-Identifier: Apache-2.0
+#
+# http://nexb.com and https://github.com/aboutcode-org/scancode.io
+# The ScanCode.io software is licensed under the Apache License version 2.0.
+# Data generated with ScanCode.io is provided as-is without warranties.
+# ScanCode is a trademark of nexB Inc.
+
+# Usage:
+#   Default scan of current directory using 'scan_codebase':
+#     ./run-scan.sh
+#
+#   Run pipelines on current directory:
+#     ./run-scan.sh scan_codebase find_vulnerabilities
+#
+#   Run pipelines on a specific directory:
+#     ./run-scan.sh scan_codebase /path/to/scan/dir
+#
+#   Run multiple pipelines on a specific directory (directory must come last):
+#     ./run-scan.sh scan_codebase find_vulnerabilities /my/codebase
+#
+#   Scan a directory using default pipeline:
+#     ./run-scan.sh /path/to/codebase
+
+set -e
+
+readonly SCIO_DOCKER_IMAGE="ghcr.io/aboutcode-org/scancode.io:latest"
+readonly RESULTS_LOCATION="results.json"
+
+# Default values
+SCAN_DIR="$(pwd)"
+PIPELINES=()
+
+# Check if last argument is a directory
+LAST_ARG="${!#}"
+if [ -d "$LAST_ARG" ]; then
+  SCAN_DIR="$LAST_ARG"
+  PIPELINES=("${@:1:$#-1}")  # All args except last
+else
+  PIPELINES=("$@")
+fi
+
+# Default pipeline if none specified
+if [ "${#PIPELINES[@]}" -eq 0 ]; then
+  PIPELINES=("scan_codebase")
+fi
+
+# Run the scan
+docker run --rm \
+  -v "$SCAN_DIR":/codebase \
+  "$SCIO_DOCKER_IMAGE" \
+  run "${PIPELINES[@]}" /codebase \
+  > "$RESULTS_LOCATION"
+
+ABS_RESULTS_PATH="$(pwd)/$RESULTS_LOCATION"
+
+echo "✅ Scan complete using pipeline(s): ${PIPELINES[*]}"
+echo "💾 Results saved to: $ABS_RESULTS_PATH"
diff --git a/scanpipe/migrations/0031_scancode_toolkit_v32_data_updates.py b/scanpipe/migrations/0031_scancode_toolkit_v32_data_updates.py
index 4982ce6f7a..3d05db73c2 100644
--- a/scanpipe/migrations/0031_scancode_toolkit_v32_data_updates.py
+++ b/scanpipe/migrations/0031_scancode_toolkit_v32_data_updates.py
@@ -25,7 +25,7 @@ def compute_package_declared_license_expression_spdx(apps, schema_editor):
     ).only("declared_license_expression")
 
     object_count = queryset.count()
-    logger.info(f"Compute declared_license_expression_spdx for {object_count:,} packages.")
+    logger.debug(f"Compute declared_license_expression_spdx for {object_count:,} packages.")
 
     chunk_size = 2000
     iterator = queryset.iterator(chunk_size=chunk_size)
@@ -37,9 +37,9 @@ def compute_package_declared_license_expression_spdx(apps, schema_editor):
             unsaved_objects.append(package)
 
         if not (index % chunk_size) and unsaved_objects:
-            logger.info(f"  {index:,} / {object_count:,} computed")
+            logger.debug(f"  {index:,} / {object_count:,} computed")
 
-    logger.info("Updating DB objects...")
+    logger.debug("Updating DB objects...")
     DiscoveredPackage.objects.bulk_update(
         objs=unsaved_objects,
         fields=["declared_license_expression_spdx"],
@@ -65,7 +65,7 @@ def compute_resource_detected_license_expression(apps, schema_editor):
     )
 
     object_count = queryset.count()
-    logger.info(f"Compute detected_license_expression for {object_count:,} resources.")
+    logger.debug(f"Compute detected_license_expression for {object_count:,} resources.")
 
     chunk_size = 2000
     iterator = queryset.iterator(chunk_size=chunk_size)
@@ -92,9 +92,9 @@ def compute_resource_detected_license_expression(apps, schema_editor):
         unsaved_objects.append(resource)
 
         if not (index % chunk_size) and unsaved_objects:
-            logger.info(f"  {index:,} / {object_count:,} computed")
+            logger.debug(f"  {index:,} / {object_count:,} computed")
 
-    logger.info("Updating DB objects...")
+    logger.debug("Updating DB objects...")
     CodebaseResource.objects.bulk_update(
         objs=unsaved_objects,
         fields=[
@@ -168,7 +168,7 @@ def compute_resource_license_detections(apps, schema_editor):
     queryset = CodebaseResource.objects.filter(~Q(licenses=[])).only("licenses")
 
     object_count = queryset.count()
-    logger.info(f"Compute license_detections for {object_count:,} resources.")
+    logger.debug(f"Compute license_detections for {object_count:,} resources.")
 
     chunk_size = 2000
     iterator = queryset.iterator(chunk_size=chunk_size)
@@ -180,9 +180,9 @@ def compute_resource_license_detections(apps, schema_editor):
         unsaved_objects.append(resource)
 
         if not (index % chunk_size):
-            logger.info(f"  {index:,} / {object_count:,} computed")
+            logger.debug(f"  {index:,} / {object_count:,} computed")
 
-    logger.info("Updating DB objects...")
+    logger.debug("Updating DB objects...")
     # Keeping the batch_size small as the `license_detections` content is often large,
     # and it may raise `django.db.utils.OperationalError: out of memory`
     CodebaseResource.objects.bulk_update(
diff --git a/scanpipe/migrations/0055_discoveredpackage_datafile_paths.py b/scanpipe/migrations/0055_discoveredpackage_datafile_paths.py
index c2fe264042..e4d55181e5 100644
--- a/scanpipe/migrations/0055_discoveredpackage_datafile_paths.py
+++ b/scanpipe/migrations/0055_discoveredpackage_datafile_paths.py
@@ -18,7 +18,7 @@ def update_package_datasource_ids(apps, schema_editor):
 
     object_count = queryset.count()
     if object_count:
-        logger.info(f"Compute datasource_ids for {object_count:,} packages.")
+        logger.debug(f"Compute datasource_ids for {object_count:,} packages.")
 
     chunk_size = 2000
     iterator = queryset.iterator(chunk_size=chunk_size)
@@ -30,7 +30,7 @@ def update_package_datasource_ids(apps, schema_editor):
         unsaved_objects.append(package)
 
         if not (index % chunk_size) and unsaved_objects:
-            logger.info(f"  {index:,} / {object_count:,} computed")
+            logger.debug(f"  {index:,} / {object_count:,} computed")
 
     DiscoveredPackage.objects.bulk_update(
         objs=unsaved_objects,