diff --git a/src/main/docs/guide/introduction/whatsNew.adoc b/src/main/docs/guide/introduction/whatsNew.adoc
index 2e087767913..63f9f7fd626 100644
--- a/src/main/docs/guide/introduction/whatsNew.adoc
+++ b/src/main/docs/guide/introduction/whatsNew.adoc
@@ -20,13 +20,13 @@ Please read the https://micronaut.io/2022/12/27/micronaut-framework-3-8-0-releas
 
 Several improvements:
 
-- If you want complete control of where your application loads configuration from, for example, due to security restrictions, you can disable the default https://docs.micronaut.io/snapshot/guide/#propertySource[`PropertySourceLoader`] implementations by calling `ApplicationContextBuilder::enableDefaultPropertySources(false)` when starting your application.
+- If you want complete control of where your application loads configuration from, for example, due to security restrictions, you can disable the default https://docs.micronaut.io/latest/guide/#propertySource[`PropertySourceLoader`] implementations by calling `ApplicationContextBuilder::enableDefaultPropertySources(false)` when starting your application.
 
 - Better `java.time` conversion for YAML configuration
 
 - Client SSL inner configuration is https://docs.micronaut.io/latest/guide/#bootstrap[Bootstrap] context compatible.
 
-- https://docs.micronaut.io/snapshot/api/io/micronaut/http/uri/UriBuilder.html[`UriBuilder`] methods `queryParam` and `replaceQueryParam` ignore null values.
+- https://docs.micronaut.io/latest/api/io/micronaut/http/uri/UriBuilder.html[`UriBuilder`] methods `queryParam` and `replaceQueryParam` ignore null values.
 
 - It is possible to stop the Netty server without stopping the Application context.
 
@@ -74,7 +74,7 @@ public class AppHttpClientFilter implements HttpClientFilter {
 
 === Netty runtime
 
-This version upgrades https://netty.io[Netty] from 4.1.77 to 4.1.79. Moreover, it contains improvements to the API to https://docs.micronaut.io/snapshot/guide/#nettyClientPipeline[configure the Netty Client Pipeline] and to https://docs.micronaut.io/snapshot/guide/#nettyServerPipeline[configure the Netty Server Pipeline].
+This version upgrades https://netty.io[Netty] from 4.1.77 to 4.1.79. Moreover, it contains improvements to the API to https://docs.micronaut.io/latest/guide/#nettyClientPipeline[configure the Netty Client Pipeline] and to https://docs.micronaut.io/latest/guide/#nettyServerPipeline[configure the Netty Server Pipeline].
 
 === Improvements to HttpClientException
 
@@ -147,7 +147,7 @@ Micronaut Views adds https://micronaut-projects.github.io/micronaut-views/latest
 
 === New Module - Micronaut Microstream
 
-https://micronaut-projects.github.io/micronaut-microstream/snapshot/guide/[Micronaut Microstream] eases working with https://microstream.one[MicroStream], a native Java object graph storage engine.
+https://micronaut-projects.github.io/micronaut-microstream/latest/guide/[Micronaut Microstream] eases working with https://microstream.one[MicroStream], a native Java object graph storage engine.
 
 === @Scheduled with Time Zones
 
diff --git a/src/main/docs/guide/serverlessFunctions/awsLambda.adoc b/src/main/docs/guide/serverlessFunctions/awsLambda.adoc
index 542e197018a..2942d4aaf97 100644
--- a/src/main/docs/guide/serverlessFunctions/awsLambda.adoc
+++ b/src/main/docs/guide/serverlessFunctions/awsLambda.adoc
@@ -20,7 +20,7 @@ $ unzip example.zip -d example
 
 ==== HTTP Functions with AWS Lambda
 
-You can deploy regular Micronaut applications that use ann:http.annotation.Controller[], etc. using Micronaut's support for AWS API Gateway. See the documentation on https://micronaut-projects.github.io/micronaut-aws/snapshot/guide/#apiProxy[AWS API Gateway Support] for more information.
+You can deploy regular Micronaut applications that use ann:http.annotation.Controller[], etc. using Micronaut's support for AWS API Gateway. See the documentation on https://micronaut-projects.github.io/micronaut-aws/latest/guide/#applicationtyperuntimedependencies[AWS Application Types, Lambda Runtimes, Dependencies] for more information.
 
 [TIP]
 .Using the CLI