Fixes

Author: alexbuckgit

articles/cognitive-services/Speech-Service/how-to-custom-speech-test-and-train.md

@@ -187,7 +187,7 @@ Additionally, you'll want to account for the following restrictions:
 
 ## Structured text data for training (Public Preview)
 
-Often the expected utterances follow a certain pattern. One common pattern is that utterances only differ by words or phrases from a list. Examples of this could be “I have a question about `product`,” where `product` is a list of possible products. Or, “Make that `object` `color`,” where `object` is a list of geometric shapes and `color` is a list of colors. To simplify the creation of training data and to enable better modeling inside the Custom Language Model, you can use a structured text in markdown format to define lists of items and then reference these inside your training utterances. Additionally, the markdown format also supports specifying the phonetic pronunciation of words. The markdown format shares its format with the `.lu` markdown used to train Language Understanding models, in particular list entities and example utterances. See the <a href="/azure/bot-service/file-format/bot-builder-lu-file-format" target="_blank">`.lu` file format</a> doc for more information on the complete `.lu` markdown. 
+Often the expected utterances follow a certain pattern. One common pattern is that utterances only differ by words or phrases from a list. Examples of this could be “I have a question about `product`,” where `product` is a list of possible products. Or, “Make that `object` `color`,” where `object` is a list of geometric shapes and `color` is a list of colors. To simplify the creation of training data and to enable better modeling inside the Custom Language Model, you can use a structured text in markdown format to define lists of items and then reference these inside your training utterances. Additionally, the markdown format also supports specifying the phonetic pronunciation of words. The markdown format shares its format with the `.lu` markdown used to train Language Understanding models, in particular list entities and example utterances. For more information about the complete `.lu` markdown, see the <a href="/azure/bot-service/file-format/bot-builder-lu-file-format" target="_blank"> `.lu` file format</a>.
 
 Here is an example of the markdown format:
 

articles/security/develop/secure-deploy.md

@@ -29,16 +29,14 @@ The focus of the release phase is readying a project for public release. This in
 
 ### Check your application’s performance before you launch
 
-Check your application's performance before you launch it or deploy updates to production. Run cloud-based [load tests](https://www.visualstudio.com/docs/test/performance-testing/getting-started/getting-started-with-performance-testing)
-by using Visual Studio to find performance problems in your application, improve deployment quality, make sure that your application is always up or available, and that your application can handle traffic for your launch.
+Check your application's performance before you launch it or deploy updates to production. Run cloud-based [load tests](https://www.visualstudio.com/docs/test/performance-testing/getting-started/getting-started-with-performance-testing) by using Visual Studio to find performance problems in your application, improve deployment quality, make sure that your application is always up or available, and that your application can handle traffic for your launch.
 
 ### Install a web application firewall
 
 Web applications are increasingly targets of malicious attacks that exploit common known vulnerabilities. Common among these exploits are SQL injection attacks and cross-site scripting attacks. Preventing these attacks in application code can be challenging. It might require rigorous maintenance, patching, and monitoring at many layers of the application topology. A centralized WAF helps make security management simpler. A WAF solution can also react to a security threat by patching a known vulnerability at a central location versus securing each individual web application.
 
 The [Azure Application Gateway WAF](../../web-application-firewall/ag/ag-overview.md)
-provides centralized protection of your web applications from common exploits and vulnerabilities. The WAF is based on rules from the [OWASP core rule sets](https://www.owasp.org/index.php/Category:OWASP_ModSecurity_Core_Rule_Set_Project)
-3.0 or 2.2.9.
+provides centralized protection of your web applications from common exploits and vulnerabilities. The WAF is based on rules from the [OWASP core rule sets](https://www.owasp.org/index.php/Category:OWASP_ModSecurity_Core_Rule_Set_Project) 3.0 or 2.2.9.
 
 ### Create an incident response plan
 
@@ -53,6 +51,7 @@ Deliberately reviewing all security activities that were performed helps ensure
 Certifying software before a release helps ensure that security and privacy requirements are met. Archiving all pertinent data is essential for performing post-release servicing tasks. Archiving also helps lower the long-term costs associated with sustained software engineering.
 
 ## Response
+
 The response post-release phase centers on the development team being able and available to respond appropriately to any reports of emerging software threats and vulnerabilities.
 
 ### Execute the incident response plan