clean up

Author: colleenmcginnis

docs/reference/azure-functions-support.md

@@ -8,7 +8,7 @@ mapped_pages:
 
 ## Prerequisites [_prerequisites_2]
 
-You need an APM Server to which you can send APM data. Follow the [APM Quick start](docs-content://solutions/observability/apps/get-started-with-apm.md) if you have not set one up yet. For the best-possible performance, we recommend setting up APM on {{ecloud}} in the same Azure region as your Azure Functions app.
+You need an APM Server to which you can send APM data. Follow the [APM Quick start](docs-content://solutions/observability/apps/fleet-managed-apm-server.md) if you have not set one up yet. For the best-possible performance, we recommend setting up APM on {{ecloud}} in the same Azure region as your Azure Functions app.
 
 ::::{note}
 Currently, only HTTP and timer triggers are supported. Other trigger types may be captured as well, but the amount of captured contextual data may differ.

docs/reference/index.md

@@ -24,5 +24,5 @@ More detailed information on how the Agent works can be found in the [advanced t
 
 ## Additional components [additional-components]
 
-APM Agents work in conjunction with the [APM Server](docs-content://solutions/observability/apps/application-performance-monitoring-apm.md), [Elasticsearch](docs-content://get-started/index.md), and [Kibana](docs-content://get-started/the-stack.md). The [APM Guide](docs-content://solutions/observability/apps/application-performance-monitoring-apm.md) provides details on how these components work together, and provides a matrix outlining [Agent and Server compatibility](docs-content://solutions/observability/apps/apm-agent-compatibility.md).
+APM Agents work in conjunction with the [APM Server](docs-content://solutions/observability/apps/application-performance-monitoring-apm.md), [Elasticsearch](docs-content://get-started/introduction.md#what-is-es), and [Kibana](docs-content://get-started/introduction.md#what-is-kib). The [APM documentation](docs-content://solutions/observability/apps/application-performance-monitoring-apm.md) provides details on how these components work together, and provides a matrix outlining [Agent and Server compatibility](docs-content://solutions/observability/apps/apm-agent-compatibility.md).
 

docs/reference/lambda-support.md

@@ -17,7 +17,7 @@ The Centralized Agent Configuration on the Elasticsearch APM currently does NOT
 
 ## Prerequisites [_prerequisites]
 
-You need an APM Server to send APM data to. Follow the [APM Quick start](docs-content://solutions/observability/apps/application-performance-monitoring-apm.md) if you have not set one up yet. For the best-possible performance, we recommend setting up APM on {{ecloud}} in the same AWS region as your AWS Lambda functions.
+You need an APM Server to send APM data to. Follow the [APM Quick start](docs-content://solutions/observability/apps/fleet-managed-apm-server.md) if you have not set one up yet. For the best-possible performance, we recommend setting up APM on {{ecloud}} in the same AWS region as your AWS Lambda functions.
 
 ## Step 1: Add the APM Layers to your Lambda function [add_the_apm_layers_to_your_lambda_function]
 
@@ -167,8 +167,9 @@ To configure APM through the AWS command line interface execute the following co
 
 ```bash
 aws lambda update-function-configuration --function-name yourLambdaFunctionName \
-    --environment "Variables={AWS_LAMBDA_EXEC_WRAPPER=/opt/python/bin/elasticapm-lambda,ELASTIC_APM_LAMBDA_APM_SERVER=<YOUR-APM-SERVER-URL>,ELASTIC_APM_SECRET_TOKEN=<YOUR-APM-SECRET-TOKEN>,ELASTIC_APM_SEND_STRATEGY=background}"
+    --environment "Variables={AWS_LAMBDA_EXEC_WRAPPER=/opt/python/bin/elasticapm-lambda,ELASTIC_APM_LAMBDA_APM_SERVER=<YOUR-APM-SERVER-URL>,ELASTIC_APM_SECRET_TOKEN=<YOUR-APM-SECRET-TOKEN>,ELASTIC_APM_SEND_STRATEGY=background}" <1>
 ```
+1. The [ELASTIC_APM_SEND_STRATEGY](apm-aws-lambda://reference/aws-lambda-config-options.md#_elastic_apm_send_strategy) defines when APM data is sent to your Elastic APM backend. To reduce the execution time of your lambda functions, we recommend to use the background strategy in production environments with steady load scenarios.
 ::::::
 
 ::::::{tab-item} SAM

docs/reference/logs.md

@@ -22,7 +22,7 @@ The [`ecs-logging-python`](ecs-logging-python://reference/index.md) library can
 
 ## Log correlation [log-correlation-ids]
 
-[Log correlation](docs-content://solutions/observability/apps/logs.md) allows you to navigate to all logs belonging to a particular trace and vice-versa: for a specific log, see in which context it has been logged and which parameters the user provided.
+[Log correlation](docs-content://solutions/observability/logs/stream-application-logs.md) allows you to navigate to all logs belonging to a particular trace and vice-versa: for a specific log, see in which context it has been logged and which parameters the user provided.
 
 The Agent provides integrations with both the default Python logging library, as well as [`structlog`](http://www.structlog.org/en/stable/).
 

docs/reference/supported-technologies.md

@@ -153,7 +153,7 @@ Collected trace data:
 * the response status code
 * the count of affected rows (if available)
 
-We recommend using keyword arguments only with elasticsearch-py, as recommended by [the elasticsearch-py docs](https://elasticsearch-py.readthedocs.io/en/master/api.html#api-documentation). If you are using positional arguments, we will be unable to gather the `query` element from the request body.
+We recommend using keyword arguments only with elasticsearch-py, as recommended by [the elasticsearch-py docs](https://elasticsearch-py.readthedocs.io/en/latest/api.html#api-documentation). If you are using positional arguments, we will be unable to gather the `query` element from the request body.
 
 
 #### SQLite [automatic-instrumentation-db-sqlite]

docs/release-notes/breaking-changes.md

@@ -5,7 +5,7 @@ navigation_title: "Elastic APM Python Agent"
 # Elastic APM Python Agent breaking changes [elastic-apm-python-agent-breaking-changes]
 Before you upgrade, carefully review the Elastic APM RPython Agent breaking changes and take the necessary steps to mitigate any issues.
 
-To learn how to upgrade, check out <uprade docs>.
+% To learn how to upgrade, check out <upgrade docs>.
 
 % ## Next version [elastic-apm-python-agent-nextversion-breaking-changes]
 % **Release date:** Month day, year

docs/release-notes/deprecations.md

@@ -5,15 +5,15 @@ navigation_title: "Elastic APM Python Agent"
 # Elastic APM Python Agent deprecations [elastic-apm-python-agent-deprecations]
 Review the deprecated functionality for your Elastic APM Python Agent version. While deprecations have no immediate impact, we strongly encourage you update your implementation after you upgrade.
 
-To learn how to upgrade, check out <uprade docs>.
+% To learn how to upgrade, check out <upgrade docs>.
 
 % ## Next version
 % **Release date:** Month day, year
 
 % ::::{dropdown} Deprecation title
 % Description of the deprecation.
 % For more information, check [PR #](PR link).
-% **Impact**<br> Impact of deprecation. 
+% **Impact**<br> Impact of deprecation.
 % **Action**<br> Steps for mitigating deprecation impact.
 % ::::