ravendb · ppekrol · Mar 18, 2026 · Mar 18, 2026
diff --git a/docs/authors.json b/docs/authors.json
@@ -12,5 +12,19 @@
         "url": null,
         "image_url": "https://ravendb.net/wp-content/uploads/2024/11/Default-author-thumbnail-150x150.png",
         "socials": {}
+    },
+    "Gracjan Sadowicz": {
+        "name": "Gracjan Sadowicz",
+        "job_title": "Software Engineer",
+        "url": null,
+        "image_url": "https://ravendb.net/wp-content/uploads/2022/01/Gracjan.jpg",
+        "socials": {}
+    },
+    "Egor Shamanaev": {
+        "name": "Egor Shamanaev",
+        "job_title": "Development Team Lead",
+        "url": null,
+        "image_url": "https://ravendb.net/wp-content/uploads/2021/01/egor_shamanaev.jpg",
+        "socials": {}
     }
 }
diff --git a/guides/ai-image-search-with-ravendb.mdx b/guides/ai-image-search-with-ravendb.mdx
@@ -1,6 +1,6 @@
 ---
 title: "AI Image Search with RavenDB"
-tags: [ai, csharp, demo]
+tags: [ai, csharp, demo, use-case]
 description: "Read about AI Image Search with RavenDB on the RavenDB.net news section"
 externalUrl: "https://ravendb.net/articles/ai-image-search-with-ravendb"
 publishedAt: 2025-09-09 

diff --git a/guides/begin-analysis-with-olap-etl.mdx b/guides/begin-analysis-with-olap-etl.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Begin Analysis with OLAP ETL"
-tags: [integration, background-tasks, architecture]
+tags: [integration, background-tasks, architecture, use-case]
 description: "Read about Begin Analysis with OLAP ETL on the RavenDB.net news section"
 externalUrl: "https://ravendb.net/articles/begin-analysis-with-olap-etl"
 publishedAt: 2025-12-22

diff --git a/guides/diacritic-sensitive-search-in-ravendb.mdx b/guides/diacritic-sensitive-search-in-ravendb.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Diacritic-Sensitive Search in RavenDB"
-tags: [demo, querying]
+tags: [demo, querying, use-case]
 description: "Read about Diacritic-Sensitive Search in RavenDB on the RavenDB.net news section"
 externalUrl: "https://ravendb.net/articles/diacritic-sensitive-search-in-ravendb"
 publishedAt: 2025-05-09

diff --git a/guides/embeddings-generation-with-ravendb.mdx b/guides/embeddings-generation-with-ravendb.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Embeddings Generation with RavenDB"
-tags: [ai]
+tags: [ai, use-case]
 description: "Read about Embeddings Generation with RavenDB on the RavenDB.net news section"
 externalUrl: "https://ravendb.net/articles/embeddings-generation-with-ravendb"
 publishedAt: 2025-03-31

diff --git a/guides/employing-data-archival-guide.mdx b/guides/employing-data-archival-guide.mdx
@@ -1,6 +1,6 @@
 ---
-title: "Employing Data Archival guide"
-tags: [data-governance, csharp]
+title: "Employing Data Archival"
+tags: [data-governance, csharp, use-case]
 icon: "real-time-statistics"
 image: "https://ravendb.net/wp-content/uploads/2025/10/employing-data-archival-article.svg"
 publishedAt: 2025-11-17

diff --git a/guides/employing-schema-validation-to-standardize-your-data.mdx b/guides/employing-schema-validation-to-standardize-your-data.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Employing Schema Validation to standardize your data"
-tags: [data-governance, csharp]
+tags: [data-governance, csharp, use-case]
 icon: "document-schema"
 description: "Learn more about configuring schema validation in RavenDB to incrase trust in your data across teams."
 publishedAt: 2026-02-01

diff --git a/guides/enable-ai-search-in-your-web-app-in-5-minutes.mdx b/guides/enable-ai-search-in-your-web-app-in-5-minutes.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Enable AI Search in Your Web App in 5 Minutes"
-tags: [ai, demo, nextjs]
+tags: [ai, demo, nextjs, use-case]
 description: "Read about Enable AI Search in Your Web App in 5 Minutes on the RavenDB.net news section"
 externalUrl: "https://ravendb.net/articles/enable-ai-search-in-your-web-app-in-5-minutes"
 publishedAt: 2025-04-28

diff --git a/guides/feed-elasticsearch-from-your-ravendb.mdx b/guides/feed-elasticsearch-from-your-ravendb.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Feed Elasticsearch from Your RavenDB"
-tags: [background-tasks, integration, architecture]
+tags: [background-tasks, integration, architecture, use-case]
 description: "Read about Feed Elasticsearch from Your RavenDB on the RavenDB.net news section"
 externalUrl: "https://ravendb.net/articles/feed-elasticsearch-from-your-ravendb"
 publishedAt: 2025-12-14

diff --git a/guides/genai-how-we-make-you-work-less.mdx b/guides/genai-how-we-make-you-work-less.mdx
@@ -1,6 +1,6 @@
 ---
 title: "GenAI: How We Make You Work Less"
-tags: [demo, ai, deep-dive]
+tags: [demo, ai, deep-dive, use-case]
 description: "Read about GenAI: How We Make You Work Less on the RavenDB.net news section"
 externalUrl: "https://ravendb.net/articles/genai-how-we-make-you-work-less"
 publishedAt: 2025-08-11

diff --git a/guides/incorporating-machine-learning-into-ravendb-indexing.mdx b/guides/incorporating-machine-learning-into-ravendb-indexing.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Machine Learning Inside RavenDB Indexing"
-tags: [ai, indexes, demo]
+tags: [ai, indexes, demo, use-case]
 description: "Read about Machine Learning Inside RavenDB Indexing on the RavenDB.net news section"
 externalUrl: "https://ravendb.net/articles/incorporating-machine-learning-into-ravendb-indexing"
 publishedAt: 2024-12-02

diff --git a/guides/processing-invoices-using-data-subscriptions-in-ravendb.mdx b/guides/processing-invoices-using-data-subscriptions-in-ravendb.mdx
@@ -1,9 +1,9 @@
 ---
 title: "Processing Invoices Using Data Subscriptions"
-tags: [demo, background-tasks, csharp]
+tags: [demo, background-tasks, csharp, use-case]
 description: "Read about Processing Invoices Using Data Subscriptions"
 publishedAt: 2024-12-08
-author: "Paweł Lachowski"
+author: "Egor Shamanaev"
 image: "https://ravendb.net/wp-content/uploads/2024/12/processing-invoices-article-cover.jpg"
 proficiencyLevel: "Expert"
 ---

diff --git a/guides/ravendb-data-visualization-with-power-bi.mdx b/guides/ravendb-data-visualization-with-power-bi.mdx
@@ -1,6 +1,6 @@
 ---
 title: "RavenDB Data Visualization with Power BI"
-tags: [integration, monitoring]
+tags: [integration, monitoring, use-case]
 description: "Read about RavenDB Data Visualization with Power BI on the RavenDB.net news section"
 externalUrl: "https://ravendb.net/articles/ravendb-data-visualization-with-power-bi"
 publishedAt: 2025-03-25

diff --git a/guides/semantic-search-with-ravendb-python-and-fastapi.mdx b/guides/semantic-search-with-ravendb-python-and-fastapi.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Semantic Search with RavenDB, Python, and FastAPI"
-tags: [python, fastapi, ai, demo]
+tags: [python, fastapi, ai, demo, use-case]
 description: "Read about Semantic Search with RavenDB and Python"
 publishedAt: 2025-07-22
 image: "https://ravendb.net/wp-content/uploads/2025/07/Semantic-Search-cover.png"

diff --git a/guides/spatial-search-in-ravendb.mdx b/guides/spatial-search-in-ravendb.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Spatial Search in RavenDB: Radius, Polygon, and Reverse Queries"
-tags: [python, demo, querying, indexes, spatial, fastapi]
+tags: [python, demo, querying, indexes, spatial, fastapi, use-case]
 icon: "spatial-map-view"
 description: "Learn how to implement spatial search in RavenDB with Python. Covers radius queries, custom polygon shapes, WKT syntax, and reverse point-in-polygon lookup using the Flat Finder demo."
 author: "Paweł Lachowski"

diff --git a/guides/survive-the-ai-tidal-wave-with-ravendb-genai.mdx b/guides/survive-the-ai-tidal-wave-with-ravendb-genai.mdx
@@ -1,9 +1,9 @@
 ---
 title: "Survive the AI Tidal Wave with RavenDB GenAI"
-tags: [ai, demo, deep-dive]
+tags: [ai, demo, deep-dive, use-case]
 description: "Read about Survive the AI Tidal Wave with RavenDB GenAI on the RavenDB.net news section"
 publishedAt: 2025-07-07
-author: "Paweł Lachowski"
+author: "Gracjan Sadowicz"
 image: "https://ravendb.net/wp-content/uploads/2025/06/article-cover-genai.png"
 proficiencyLevel: "Expert"
 ---

diff --git a/guides/tags.yml b/guides/tags.yml
@@ -134,6 +134,10 @@ demo:
     label: "Demo"
     permalink: "/demo"
     description: "Content related to Demo."
+use-case:
+    label: "Use Case"
+    permalink: "/use-case"
+    description: "Real-world problems solved with RavenDB features."
 architecture:
     label: "Architecture"
     permalink: "/architecture"

diff --git a/guides/transactional-outbox.mdx b/guides/transactional-outbox.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Transactional Outbox with RavenDB Queue ETL"
-tags: [ongoing-tasks, architecture, csharp, integration]
+tags: [ongoing-tasks, architecture, csharp, integration, use-case]
 icon: "etl"
 description: "Learn to implement the transactional outbox pattern in C# using RavenDB data subscriptions or Queue ETL, with RabbitMQ and Kafka code examples."
 keywords: [transactional outbox, outbox pattern, RavenDB ETL, RabbitMQ, Kafka, distributed systems, event-driven architecture]

diff --git a/guides/unlock-ravendb-genai-potential-with-attachments.mdx b/guides/unlock-ravendb-genai-potential-with-attachments.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Unlock RavenDB GenAI Potential with Attachments"
-tags: [demo, csharp, ai, document-extensions, attachments]
+tags: [demo, csharp, ai, document-extensions, attachments, use-case]
 description: "Read about Unlock RavenDB GenAI Potential with Attachments on the RavenDB.net news section"
 externalUrl: "https://ravendb.net/articles/unlock-ravendb-genai-potential-with-attachments"
 publishedAt: 2025-10-08

diff --git a/guides/unlocking-the-benefits-of-on-demand-production-database-replication.mdx b/guides/unlocking-the-benefits-of-on-demand-production-database-replication.mdx
@@ -1,6 +1,6 @@
 ---
 title: "On-Demand Production Database Replication"
-tags: [data-governance, administration, clusters, architecture, replication]
+tags: [data-governance, administration, clusters, architecture, replication, use-case]
 description: "Read about On-Demand Production Database Replication on the RavenDB.net news section"
 externalUrl: "https://ravendb.net/articles/unlocking-the-benefits-of-on-demand-production-database-replication"
 publishedAt: 2025-02-23

diff --git a/...azure-queue-storage-etl-to-process-ravendb-documents-in-a-serverless-manner.mdx b/...azure-queue-storage-etl-to-process-ravendb-documents-in-a-serverless-manner.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Using Azure Queue Storage ETL for Serverless Processing"
-tags: [integration, background-tasks, architecture, demo]
+tags: [integration, background-tasks, architecture, demo, use-case]
 description: "Read about Using Azure Queue Storage ETL for Serverless Processing on the RavenDB.net news section"
 externalUrl: "https://ravendb.net/articles/using-azure-queue-storage-etl-to-process-ravendb-documents-in-a-serverless-manner"
 publishedAt: 2025-10-22

diff --git a/guides/using-ravendb-persistence-in-an-akka-net-application.mdx b/guides/using-ravendb-persistence-in-an-akka-net-application.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Using RavenDB Persistence in an Akka.NET Application"
-tags: [integration, csharp]
+tags: [integration, csharp, use-case]
 description: "Read about Using RavenDB Persistence in an Akka.NET Application on the RavenDB.net news section"
 externalUrl: "https://ravendb.net/articles/using-ravendb-persistence-in-an-akka-net-application"
 publishedAt: 2025-08-26

diff --git a/guides/using-remote-attachments-to-cut-storage-costs.mdx b/guides/using-remote-attachments-to-cut-storage-costs.mdx
@@ -1,6 +1,6 @@
 ---
 title: "Using Remote Attachments to cut storage costs"
-tags: [document-extensions, attachments, data-governance, architecture, csharp]
+tags: [document-extensions, attachments, data-governance, architecture, csharp, use-case]
 icon: "remote-attachment"
 description: "Store RavenDB attachments in Amazon S3 or Azure Blob Storage to reduce database storage costs. Step-by-step setup for Studio and C# code, including bulk migration of existing local attachments."
 publishedAt: 2026-02-01

diff --git a/src/components/Homepage/UseCases/UseCases.tsx b/src/components/Homepage/UseCases/UseCases.tsx
@@ -18,7 +18,7 @@ const useCases = [
                 Learn how to harness the power of Generative AI by pairing it with a high-performance document database.
             </>
         ),
-        url: "https://ravendb.net/articles/survive-the-ai-tidal-wave-with-ravendb-genai",
+        url: "/guides/survive-the-ai-tidal-wave-with-ravendb-genai",
     },
     {
         title: "Processing invoices using Data Subscriptions in RavenDB",
@@ -27,7 +27,7 @@ const useCases = [
         imgWidth: 640,
         imgHeight: 194,
         description: <>Learn how to process invoices in asynchronous manner using the data subscriptions feature</>,
-        url: "https://ravendb.net/articles/processing-invoices-using-data-subscriptions-in-ravendb",
+        url: "/guides/processing-invoices-using-data-subscriptions-in-ravendb",
     },
 ];
 
@@ -36,8 +36,8 @@ export default function UseCases(): ReactNode {
         <section className="mb-8">
             <div className="flex justify-between items-baseline">
                 <Heading as="h2">Use cases</Heading>
-                <Link to="https://ravendb.net/articles" className="inline-flex text-base/4 gap-2">
-                    See all <Icon icon="newtab" size="xs" />
+                <Link to="/guides/tags/use-case" className="inline-flex text-base/4 gap-2">
+                    See more <Icon icon="arrow-thin-right" size="xs" />
                 </Link>
             </div>
             <div className="grid grid-cols-1 sm:grid-cols-2 gap-4">