diff --git a/docs/_include/links.md b/docs/_include/links.md
index d1d06823..5c2eafeb 100644
--- a/docs/_include/links.md
+++ b/docs/_include/links.md
@@ -14,7 +14,7 @@
 [cloud-datashader-colab]: https://colab.research.google.com/github/crate/cratedb-examples/blob/amo/cloud-datashader/topic/timeseries/explore/cloud-datashader.ipynb
 [cloud-datashader-github]: https://github.com/crate/cratedb-examples/blob/amo/cloud-datashader/topic/timeseries/explore/cloud-datashader.ipynb
 [CTE]: inv:crate-reference#sql_dql_with
-[CrateDB BLOBs]: inv:crate-reference:*:label#blob_support
+[CrateDB BLOB support]: inv:crate-reference:*:label#blob_support
 [CrateDB Cloud]: inv:cloud:*:label#index
 [CrateDB Cloud Console]: https://console.cratedb.cloud/
 [CrateDB Examples]: https://github.com/crate/cratedb-examples
diff --git a/docs/connect/drivers.md b/docs/connect/drivers.md
index 7ed735a1..d21cfbbc 100644
--- a/docs/connect/drivers.md
+++ b/docs/connect/drivers.md
@@ -305,7 +305,7 @@ For connecting to CrateDB from PHP, using DBAL and Doctrine.
 [CrateDB Python driver](https://cratedb.com/docs/python/)
 ```
 ```{sd-item}
-For connecting to CrateDB from Python. Has support for [CrateDB BLOBs].
+For connecting to CrateDB from Python. Provides [CrateDB BLOB support].
 ```
 ```{sd-item}
 [![](https://img.shields.io/github/v/tag/crate/crate-python?label=latest)](https://github.com/crate/crate-python)
diff --git a/docs/connect/index.md b/docs/connect/index.md
index ffe0cae1..a36f3b4a 100644
--- a/docs/connect/index.md
+++ b/docs/connect/index.md
@@ -20,8 +20,8 @@ please learn about typical connection URI formats for CrateDB and its
 default client applications.
 
 :::::{grid} 2 2 2 3
+:gutter: 3
 :padding: 0
-:gutter: 4
 
 ::::{grid-item-card} {material-outlined}`link;2em` General information
 :link: connect-configure
@@ -46,14 +46,13 @@ Use CLI programs or database IDEs to connect to CrateDB.
 CrateDB drivers and adapters for supported programming languages, frameworks, and environments.
 
 :::::{grid} 2 2 2 4
-:margin: 4 4 0 0
+:gutter: 3
 :padding: 0
 
 ::::{grid-item-card} Java
 :link: connect-java
 :link-type: ref
 :link-alt: Connect to CrateDB using Java
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -65,7 +64,6 @@ CrateDB drivers and adapters for supported programming languages, frameworks, an
 :link: connect-javascript
 :link-type: ref
 :link-alt: Connect to CrateDB using JavaScript
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -77,7 +75,6 @@ CrateDB drivers and adapters for supported programming languages, frameworks, an
 :link: connect-php
 :link-type: ref
 :link-alt: Connect to CrateDB using PHP
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -89,7 +86,6 @@ CrateDB drivers and adapters for supported programming languages, frameworks, an
 :link: connect-python
 :link-type: ref
 :link-alt: Connect to CrateDB using Python
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -101,7 +97,6 @@ CrateDB drivers and adapters for supported programming languages, frameworks, an
 :link: connect-ruby
 :link-type: ref
 :link-alt: Connect to CrateDB using Ruby
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -140,27 +135,26 @@ protocol.
 :::{rubric} Further reading
 :::
 
-:::::{grid} 1 3 3 3
-:margin: 4 4 0 0
-:padding: 0
+:::::{grid}
 :gutter: 2
+:padding: 0
 
 ::::{grid-item-card} {material-outlined}`article;1.5em` Documentation
-:columns: 3
+:columns: 12 6 3 3
 - [HTTP interface]
 - [PostgreSQL interface]
 ::::
 
 ::::{grid-item-card} {material-outlined}`link;1.5em` Related
-:columns: 3
+:columns: 12 6 3 3
 - [Authentication]
 - [SQL query syntax]
 - [Bulk operations]
-- [BLOB support][CrateDB BLOBs]
+- [BLOB support][CrateDB BLOB support]
 ::::
 
 ::::{grid-item-card} {material-outlined}`read_more;1.5em` Read more
-:columns: 6
+:columns: 12 12 6 6
 - {ref}`All drivers <connect-drivers>`
 - {ref}`All integrations <integrate>`
 - {ref}`Ingestion methods <ingest>`
diff --git a/docs/feature/ccr/index.md b/docs/feature/ccr/index.md
index 5b7e09cb..04a8ee1e 100644
--- a/docs/feature/ccr/index.md
+++ b/docs/feature/ccr/index.md
@@ -88,14 +88,14 @@ LEFT JOIN pg_subscription_rel r ON s.oid = r.srsubid;
 
 Learn how to set up logical replication between CrateDB clusters.
 
-::::{grid} 2 2 2 2
+::::{grid} 1 2 2 2
+:gutter: 2
 :padding: 0
 
 :::{grid-item-card}
 :link: logical-replication-setup
 :link-type: ref
 :link-alt: Logical replication setup between CrateDB clusters
-:padding: 3
 :class-header: sd-text-center sd-fs-5 sd-align-minor-center sd-font-weight-bold
 :class-body: sd-text-center2 sd-fs2-5
 :class-footer: text-smaller
@@ -111,7 +111,6 @@ How to configure logical replication on standalone clusters.
 :link: cloud:logical-replication
 :link-type: ref
 :link-alt: Logical replication setup on CrateDB Cloud
-:padding: 3
 :class-header: sd-text-center sd-fs-5 sd-align-minor-center sd-font-weight-bold
 :class-body: sd-text-center2 sd-fs2-5
 :class-footer: text-smaller
diff --git a/docs/feature/cluster/index.md b/docs/feature/cluster/index.md
index 4a725387..bba64dc9 100644
--- a/docs/feature/cluster/index.md
+++ b/docs/feature/cluster/index.md
@@ -131,14 +131,14 @@ partitioning strategies. Learn about the details of shard allocation, that
 will support you to choose the right strategy for your data and your most
 prominent types of workloads.
 
-::::{grid} 2 2 2 2
+::::{grid} 1 2 2 2
+:gutter: 2
 :padding: 0
 
 :::{grid-item-card}
 :link: sharding-partitioning
 :link-type: ref
 :link-alt: Sharding and Partitioning
-:padding: 3
 :class-header: sd-text-center sd-fs-5 sd-align-minor-center sd-font-weight-bold
 :class-body: sd-text-center2 sd-fs2-5
 :class-footer: text-smaller
@@ -156,7 +156,6 @@ presenting best practices and examples.
 :link: sharding-performance
 :link-type: ref
 :link-alt: Sharding and Partitioning
-:padding: 3
 :class-header: sd-text-center sd-fs-5 sd-align-minor-center sd-font-weight-bold
 :class-body: sd-text-center2 sd-fs2-5
 :class-footer: text-smaller
@@ -172,7 +171,6 @@ Guidelines about balancing your strategy to yield the best performance for your
 :::{grid-item-card}
 :link: https://community.cratedb.com/t/sharding-and-partitioning-guide-for-time-series-data/737
 :link-alt: Sharding and partitioning guide for time series data
-:padding: 3
 :class-header: sd-text-center sd-fs-5 sd-align-minor-center sd-font-weight-bold
 :class-body: sd-text-center2 sd-fs2-5
 :class-footer: text-smaller
diff --git a/docs/handbook/index.md b/docs/handbook/index.md
index 7810b379..d2e47951 100644
--- a/docs/handbook/index.md
+++ b/docs/handbook/index.md
@@ -7,14 +7,14 @@ About using CrateDB and CrateDB Cloud in practice.
 :::
 
 
-::::{grid} 4
+::::{grid} 2 2 4 4
+:gutter: 2
 :padding: 0
 
 :::{grid-item-card} Getting Started
 :link: getting-started
 :link-type: ref
 :link-alt: Getting started with CrateDB
-:padding: 1
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -26,7 +26,6 @@ About using CrateDB and CrateDB Cloud in practice.
 :link: install
 :link-type: ref
 :link-alt: Installing CrateDB
-:padding: 1
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -38,7 +37,6 @@ About using CrateDB and CrateDB Cloud in practice.
 :link: connect
 :link-type: ref
 :link-alt: Connecting to CrateDB
-:padding: 1
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -53,14 +51,14 @@ About using CrateDB and CrateDB Cloud in practice.
 
 How-to guides, tutorials, and explanations.
 
-::::{grid} 4
+::::{grid} 2 2 4 4
+:gutter: 2
 :padding: 0
 
 :::{grid-item-card} How-to guides
 :link: howtos
 :link-type: ref
 :link-alt: How-to guides about CrateDB
-:padding: 1
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -72,7 +70,6 @@ How-to guides, tutorials, and explanations.
 :link: tutorials
 :link-type: ref
 :link-alt: Tutorials about CrateDB
-:padding: 1
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -84,7 +81,6 @@ How-to guides, tutorials, and explanations.
 :link: administration
 :link-type: ref
 :link-alt: CrateDB Administration
-:padding: 1
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -96,7 +92,6 @@ How-to guides, tutorials, and explanations.
 :link: performance
 :link-type: ref
 :link-alt: CrateDB Performance guides
-:padding: 1
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -112,19 +107,18 @@ How-to guides, tutorials, and explanations.
 :::{rubric} Highlights
 :::
 
-::::{grid} 1 2 3 3
+::::{grid} 2 2 3 3
+:gutter: 2
 :padding: 0
 
 :::{grid-item-card} Document Store
 :link: document
 :link-type: ref
 :link-alt: Storing JSON documents using CrateDB's `OBJECT` data type
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
 :class-title: sd-fs-5
-
 {material-outlined}`article;1.3em`
 :::
 
@@ -132,12 +126,10 @@ How-to guides, tutorials, and explanations.
 :link: search-overview
 :link-type: ref
 :link-alt: About CrateDB's search capabilities
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
 :class-title: sd-fs-5
-
 {material-outlined}`manage_search;1.3em`
 :::
 
@@ -145,12 +137,10 @@ How-to guides, tutorials, and explanations.
 :link: advanced-querying
 :link-type: ref
 :link-alt: About CrateDB's advanced querying capabilities
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
 :class-title: sd-fs-5
-
 {material-outlined}`engineering;1.3em`
 :::
 
@@ -174,19 +164,18 @@ Read about all features of CrateDB at a glance.
 
 Load data from many sources into CrateDB.
 
-::::{grid} 1 2 3 3
+::::{grid} 2 2 3 3
+:gutter: 2
 :padding: 0
 
 :::{grid-item-card} ETL
 :link: etl
 :link-type: ref
 :link-alt: Load and export data into/from CrateDB
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
 :class-title: sd-fs-5
-
 {material-outlined}`transform;1.3em`
 :::
 
@@ -194,12 +183,10 @@ Load data from many sources into CrateDB.
 :link: cdc
 :link-type: ref
 :link-alt: Change Data Capture (CDC) into CrateDB
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
 :class-title: sd-fs-5
-
 {material-outlined}`double_arrow;1.3em`
 :::
 
@@ -207,12 +194,10 @@ Load data from many sources into CrateDB.
 :link: telemetry
 :link-type: ref
 :link-alt: Use CrateDB with metrics collection agents, brokers, and stores
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
 :class-title: sd-fs-5
-
 {material-outlined}`query_stats;1.3em`
 :::
 
@@ -222,9 +207,8 @@ Load data from many sources into CrateDB.
 ## Solutions and topics
 
 ::::{grid} 1 2 2 2
-:margin: 4 4 0 0
-:padding: 0
 :gutter: 2
+:padding: 0
 
 :::{grid-item-card} {material-outlined}`lightbulb;2em` Solutions and use cases
 :link: solutions
diff --git a/docs/index.md b/docs/index.md
index 0ff054ba..92dd8b57 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -116,13 +116,14 @@ features through guided tutorials or on your own with custom data.
 :::
 Learn about the fundamentals of CrateDB, guided and self-guided.
 
-::::{grid} 2 2 4 4
+::::{grid} 2 2 2 4
 :padding: 0
+:gutter: 0
 
 :::{grid-item-card}
 :link: getting-started
 :link-type: ref
-:padding: 3
+:padding: 2
 :class-header: sd-text-center sd-fs-5 sd-align-minor-center sd-font-weight-bold sd-text-capitalize
 :class-body: sd-text-center sd-fs-5
 :class-footer: text-smaller
@@ -137,7 +138,7 @@ Learn how to interact with the database for the first time.
 :link: index
 :link-type: ref
 :link-alt: The CrateDB Guide
-:padding: 3
+:padding: 2
 :class-header: sd-text-center sd-fs-5 sd-align-minor-center sd-font-weight-bold sd-text-capitalize
 :class-body: sd-text-center sd-fs-5
 :class-footer: text-smaller
@@ -151,7 +152,7 @@ Guides and tutorials about how to use CrateDB in practice.
 :::{grid-item-card}
 :link: https://learn.cratedb.com/
 :link-alt: The CrateDB Academy
-:padding: 3
+:padding: 2
 :class-header: sd-text-center sd-fs-5 sd-align-minor-center sd-font-weight-bold sd-text-capitalize
 :class-body: sd-text-center sd-fs-5
 :class-footer: text-smaller
@@ -165,7 +166,7 @@ A learning hub dedicated to data enthusiasts.
 :::{grid-item-card}
 :link: https://community.cratedb.com/
 :link-alt: The CrateDB Community Portal
-:padding: 3
+:padding: 2
 :class-header: sd-text-center sd-fs-5 sd-align-minor-center sd-font-weight-bold sd-text-capitalize
 :class-body: sd-text-center sd-fs-5
 :class-footer: text-smaller
@@ -190,7 +191,7 @@ Learn about the fundamental tools that support working directly with CrateDB.
 :link: crate-admin-ui:index
 :link-type: ref
 :link-alt: The CrateDB Admin UI
-:padding: 3
+:padding: 2
 :class-card: sd-pt-3
 :class-title: sd-fs-5
 :class-body: sd-text-center
@@ -204,7 +205,7 @@ Learn about CrateDB's included web administration interface.
 :link: crate-crash:index
 :link-type: ref
 :link-alt: The Crash CLI
-:padding: 3
+:padding: 2
 :class-card: sd-pt-3
 :class-title: sd-fs-5
 :class-body: sd-text-center
@@ -295,7 +296,7 @@ Learn how to use CrateDB by digesting concise examples.
 :::{grid-item-card} CrateDB Examples
 :link: https://github.com/crate/cratedb-examples
 :link-alt: CrateDB Examples
-:padding: 3
+:padding: 2
 :class-card: sd-pt-3
 :class-title: sd-fs-5
 :class-body: sd-text-center
@@ -308,7 +309,7 @@ A collection of clear, concise examples of how to work with CrateDB.
 :::{grid-item-card} Sample Apps
 :link: https://github.com/crate/crate-sample-apps/
 :link-alt: CrateDB Sample Apps
-:padding: 3
+:padding: 2
 :class-card: sd-pt-3
 :class-title: sd-fs-5
 :class-body: sd-text-center
diff --git a/docs/ingest/cdc/index.md b/docs/ingest/cdc/index.md
index ab9bd2ef..997d402a 100644
--- a/docs/ingest/cdc/index.md
+++ b/docs/ingest/cdc/index.md
@@ -22,7 +22,7 @@ support for {ref}`generic ETL <etl>` solutions.
 
 Native and specialized integration connectors for CrateDB, both managed and unmanaged.
 
-:::::{grid} 3
+:::::{grid} 1 2 2 2
 :gutter: 2
 
 ::::{grid-item-card} Amazon DynamoDB
@@ -55,7 +55,7 @@ or multi-cloud.
 CrateDB supports popular third-party data integration frameworks and platforms,
 both managed and unmanaged.
 
-:::::{grid} 2
+:::::{grid} 1 2 2 2
 :gutter: 2
 
 ::::{grid-item-card} AWS DMS
diff --git a/docs/ingest/index.md b/docs/ingest/index.md
index ee64a860..bf671e87 100644
--- a/docs/ingest/index.md
+++ b/docs/ingest/index.md
@@ -5,7 +5,7 @@
 Data ingestion methods for CrateDB at a glance.
 :::
 
-:::::{grid} 1 2 2 2
+:::::{grid} 1 1 2 2
 :margin: 4 4 0 0
 :padding: 0
 :gutter: 2
diff --git a/docs/ingest/telemetry/index.md b/docs/ingest/telemetry/index.md
index 52a7a158..2eb8e191 100644
--- a/docs/ingest/telemetry/index.md
+++ b/docs/ingest/telemetry/index.md
@@ -49,10 +49,9 @@ be used together with CrateDB, and educates about how to use them optimally.
 Storing metrics data for the long term is a common need in systems monitoring
 scenarios. CrateDB offers corresponding integration adapters.
 
-:::::{grid} auto 3 3 3
-:margin: 4 4 0 0
-:padding: 0
+:::::{grid} 1 2 3 3
 :gutter: 2
+:padding: 0
 
 ::::{grid-item-card} collectd
 :link: collectd
diff --git a/docs/install/index.md b/docs/install/index.md
index 09672bdd..fe8a8740 100644
--- a/docs/install/index.md
+++ b/docs/install/index.md
@@ -36,7 +36,8 @@ configure
 
 % the following sections explicitly
 
-::::{grid} 2 2 2 4
+::::{grid} 2 3 3 4
+:gutter: 3
 :padding: 0
 :class-container: installation-grid
 
@@ -44,7 +45,6 @@ configure
 :link: install-debian
 :link-type: ref
 :link-alt: Debian and Ubuntu Linux
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -57,7 +57,6 @@ configure
 :link: install-rpm
 :link-type: ref
 :link-alt: RPM Linux: Red Hat, SUSE
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -70,7 +69,6 @@ configure
 :link: install-macos
 :link-type: ref
 :link-alt: macOS
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -82,7 +80,6 @@ configure
 :link: install-windows
 :link-type: ref
 :link-alt: Windows
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -94,7 +91,6 @@ configure
 :link: install-tarball
 :link-type: ref
 :link-alt: Installation from Tarball
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -106,7 +102,6 @@ configure
 :link: install-container
 :link-type: ref
 :link-alt: Container Setup
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -118,7 +113,6 @@ configure
 :link: install-cloud
 :link-type: ref
 :link-alt: Cloud Hosting
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -130,7 +124,6 @@ configure
 :link: install-configure
 :link-type: ref
 :link-alt: Configuration Settings
-:padding: 3
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
diff --git a/docs/solution/machine-learning/index.md b/docs/solution/machine-learning/index.md
index 7d274beb..8e95a0b5 100644
--- a/docs/solution/machine-learning/index.md
+++ b/docs/solution/machine-learning/index.md
@@ -29,7 +29,7 @@ through SQL.
 :::
 
 ::::{grid} 1 2 2 2
-:gutter: 4
+:gutter: 3
 
 :::{grid-item-card} Documentation: Vector search
 :link: vector-search
@@ -75,7 +75,7 @@ and provide MCP and AI enterprise data integrations.
 :::
 
 ::::{grid} 2
-:gutter: 4
+:gutter: 3
 
 :::{grid-item-card} Text-to-SQL with LlamaIndex
 :link: llamaindex
@@ -108,7 +108,7 @@ time series anomaly detection and forecasting.
 :::
 
 ::::{grid} 2
-:gutter: 4
+:gutter: 3
 
 :::{grid-item-card} Statistical analysis and visualization on huge datasets
 :link: r-tutorial
@@ -160,7 +160,7 @@ and DevOps.
 :::
 
 ::::{grid} 1 2 2 2
-:gutter: 4
+:gutter: 3
 
 :::{grid-item-card} MLflow
 :link: mlflow
diff --git a/docs/start/application/index.md b/docs/start/application/index.md
index ef97d32f..db742d28 100644
--- a/docs/start/application/index.md
+++ b/docs/start/application/index.md
@@ -5,7 +5,7 @@
 :::{rubric} Starter
 :::
 
-::::{grid} 3
+::::{grid} 1 2 2 3
 :gutter: 2
 
 :::{grid-item-card} JavaScript guestbook app
@@ -31,7 +31,7 @@ then select Search to see which Shipping Forecast region your marker is in.
 :::{rubric} Advanced
 :::
 
-::::{grid} 3
+::::{grid} 1 2 2 3
 :gutter: 2
 
 :::{grid-item-card} CrateDB UK Offshore Wind Farms Data Workshop
diff --git a/docs/start/index.md b/docs/start/index.md
index 6ebf36ff..f1ae544a 100644
--- a/docs/start/index.md
+++ b/docs/start/index.md
@@ -10,7 +10,7 @@ and explore key features.
 :::{rubric} Warm up
 :::
 
-:::::{grid} 2 2 2 4
+:::::{grid} 2 2 4 4
 :padding: 0
 :class-container: installation-grid
 
@@ -18,8 +18,7 @@ and explore key features.
 :link: first-steps
 :link-type: ref
 :link-alt: First steps with CrateDB
-:columns: 6 3 3 3
-:padding: 3
+:padding: 2
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -32,8 +31,7 @@ and explore key features.
 :link: connect
 :link-type: ref
 :link-alt: Connect to CrateDB
-:columns: 6 3 3 3
-:padding: 3
+:padding: 2
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -46,8 +44,7 @@ and explore key features.
 :link: query-capabilities
 :link-type: ref
 :link-alt: Query Capabilities
-:columns: 6 3 3 3
-:padding: 3
+:padding: 2
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
@@ -60,8 +57,7 @@ and explore key features.
 :link: ingest
 :link-type: ref
 :link-alt: Ingesting Data
-:columns: 6 3 3 3
-:padding: 3
+:padding: 2
 :text-align: center
 :class-card: sd-pt-3
 :class-body: sd-fs-1
diff --git a/docs/start/query/ad-hoc.md b/docs/start/query/ad-hoc.md
index efc92542..9254c496 100644
--- a/docs/start/query/ad-hoc.md
+++ b/docs/start/query/ad-hoc.md
@@ -208,20 +208,19 @@ Learn more about how to use ad-hoc queries effectively.
 
 ## Further reading
 
-:::::{grid} 1 3 3 3
-:margin: 4 4 0 0
+:::::{grid}
 :padding: 0
 :gutter: 2
 
 ::::{grid-item-card} {material-outlined}`article;1.5em` Documentation
-:columns: 3
+:columns: 12 6 3 3
 - {ref}`SQL reference <crate-reference:sql>`
 - {ref}`crate-reference:data-types-objects`
 - {ref}`crate-reference:fulltext-indices`
 ::::
 
 ::::{grid-item-card} {material-outlined}`link;1.5em` Related
-:columns: 3
+:columns: 12 6 3 3
 - {ref}`object`
 - {ref}`fts`
 - {ref}`timeseries`
@@ -229,7 +228,7 @@ Learn more about how to use ad-hoc queries effectively.
 ::::
 
 ::::{grid-item-card} {material-outlined}`read_more;1.5em` Read more
-:columns: 6
+:columns: 12 12 6 6
 - [Exploratory Time Series Data Analysis]
 - [Academy: Time Series Query Optimization]
 - [CrateDB Scalability Benchmark: Query Throughput]
diff --git a/docs/start/query/aggregations.md b/docs/start/query/aggregations.md
index 6a4c6ef8..3b937fc5 100644
--- a/docs/start/query/aggregations.md
+++ b/docs/start/query/aggregations.md
@@ -184,19 +184,18 @@ documentation at {ref}`bi` and {ref}`visualization`.
 
 ## Further reading
 
-:::::{grid} 1 3 3 3
-:margin: 4 4 0 0
+:::::{grid}
 :padding: 0
 :gutter: 2
 
 ::::{grid-item-card} {material-outlined}`article;1.5em` Documentation
-:columns: 3
+:columns: 12 6 3 3
 - {ref}`crate-reference:aggregation`
 - {ref}`performance-select`
 ::::
 
 ::::{grid-item-card} {material-outlined}`integration_instructions;1.5em` Integrations
-:columns: 3
+:columns: 12 6 3 3
 - {ref}`grafana`
 - {ref}`metabase`
 - {ref}`powerbi`
@@ -205,7 +204,7 @@ documentation at {ref}`bi` and {ref}`visualization`.
 ::::
 
 ::::{grid-item-card} {material-outlined}`read_more;1.5em` Read more
-:columns: 6
+:columns: 12 12 6 6
 - Learn: [Real-time analytics primer]
 - Learn: [Hands-on: Aggregating and grouping data]
 - Solution: {ref}`analytics`
diff --git a/docs/start/query/ai-integration.md b/docs/start/query/ai-integration.md
index ea36bde6..df107631 100644
--- a/docs/start/query/ai-integration.md
+++ b/docs/start/query/ai-integration.md
@@ -197,20 +197,19 @@ Learn more about how to combine ML features with other major features of CrateDB
 
 ## Further reading
 
-:::::{grid} 1 3 3 3
-:margin: 4 4 0 0
-:padding: 0
+:::::{grid}
 :gutter: 2
+:padding: 0
 
 ::::{grid-item-card} {material-outlined}`article;1.5em` Documentation
-:columns: 3
+:columns: 12 6 3 3
 - {ref}`vector-search`
 - {ref}`hybrid-search`
 - {ref}`Machine Learning <ml>`
 ::::
 
 ::::{grid-item-card} {material-outlined}`integration_instructions;1.5em` Integrations
-:columns: 3
+:columns: 12 6 3 3
 - {ref}`langchain`
 - {ref}`llamaindex`
 - {ref}`mindsdb`
@@ -219,7 +218,7 @@ Learn more about how to combine ML features with other major features of CrateDB
 ::::
 
 ::::{grid-item-card} {material-outlined}`read_more;1.5em` Read more
-:columns: 6
+:columns: 12 12 6 6
 - [Blog: Vector support and KNN search]
 - {ref}`Synopsis: Text-to-SQL <llamaindex-synopsis>`
 - {ref}`Tutorial: Text-to-SQL using Azure <llamaindex-usage-azure>`
diff --git a/docs/tutorial/index.md b/docs/tutorial/index.md
index 0192b7cb..86329d5d 100644
--- a/docs/tutorial/index.md
+++ b/docs/tutorial/index.md
@@ -8,13 +8,14 @@ Acquire skills and knowledge about how to interact with CrateDB along
 the lines of a few learning sessions.
 :::
 
+
 ## Get started
 
 Learn about fundamental features of CrateDB with hands-on example tutorials.
 
 :::::{grid} 2
+:gutter: 3
 :padding: 0
-:gutter: 4
 
 ::::{grid-item-card} Objects: Analyzing Marketing Data
 :link: objects-tutorial-marketing