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quickwit-oss · Mar 2, 2024 · dc18956 · dc18956
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diff --git a/README.md b/README.md
@@ -58,7 +58,7 @@ Cloud-native search engine for observability (logs, traces, and soon metrics!).
 - Sub-second search on cloud storage (Amazon S3, Azure Blob Storage, Google Cloud Storage, …)
 - Decoupled compute and storage, stateless indexers & searchers
 - [Grafana data source](https://github.com/quickwit-oss/quickwit-datasource)
-- Kubernetes ready - See our [helm-chart](https://quickwit.io/docs/deployment/kubernetes)
+- Kubernetes ready - See our [helm-chart](https://quickwit.io/docs/deployment/kubernetes/helm)
 - RESTful API
 
 ## Enterprise ready

diff --git a/docs/deployment/deployment-modes.md b/docs/deployment/deployment-modes.md
@@ -19,7 +19,7 @@ This deployment mode is the simplest way to get started with Quickwit. Launch al
 
 ## Cluster mode (multi-node)
 
-You can deploy Quickwit on multiple nodes. We provide a [Helm chart](kubernetes.md) to help you deploy Quickwit on Kubernetes. In cluster mode, you must store your index data on a shared storage backend such as Amazon S3 or MinIO.
+You can deploy Quickwit on multiple nodes. We provide a [Helm chart](./kubernetes/helm.md) to help you deploy Quickwit on Kubernetes. In cluster mode, you must store your index data on a shared storage backend such as Amazon S3 or MinIO.
 
 ## One indexer, multiple searchers
 

diff --git a/docs/get-started/installation.md b/docs/get-started/installation.md
@@ -17,7 +17,7 @@ Quickwit compiles to a single binary and we provide different methods to install
 
 - Linux/MacOS binaries that you can [download manually](#download) or with the [install script](#install-script)
 - [Docker image](#use-the-docker-image)
-- [Helm chart](/docs/deployment/kubernetes.md)
+- [Helm chart](../deployment/kubernetes/helm.md)
 
 ## Prerequisites
 

diff --git a/docs/get-started/tutorials/tutorial-aws-lambda-simple.md b/docs/get-started/tutorials/tutorial-aws-lambda-simple.md
@@ -138,6 +138,6 @@ Congratz! You finished this tutorial! You can level up with the following tutori
 
 ## Next steps
 
-- [Advanced Lambda tutorial](../../guides/e2e-serverless-aws-lambda) which covers an end-to-end use cases
+- [Search log service on AWS](/blog/log-search-service-for-under-7-dollars) which covers an end-to-end use case.
 - [Search REST API](../../reference/rest-api)
 - [Query language](../../reference/query-language)