diff --git a/ambassador/README.md b/ambassador/README.md
index 78b3a8856..11abfaf88 100644
--- a/ambassador/README.md
+++ b/ambassador/README.md
@@ -5,7 +5,8 @@ folder: ambassador
 permalink: /patterns/ambassador/
 categories: Structural
 tags:
- - Decoupling
+  - Decoupling
+  - Cloud distributed
 ---
 
 ## Intent
@@ -22,8 +23,7 @@ In plain words
 
 Microsoft documentation states
 
-> An ambassador service can be thought of as an out-of-process proxy that is co-located with the client.
-  This pattern can be useful for offloading common client connectivity tasks such as monitoring, logging, routing, security (such as TLS), and resiliency patterns in a language agnostic way. It is often used with legacy applications, or other applications that are difficult to modify, in order to extend their networking capabilities. It can also enable a specialized team to implement those features.
+> An ambassador service can be thought of as an out-of-process proxy that is co-located with the client. This pattern can be useful for offloading common client connectivity tasks such as monitoring, logging, routing, security (such as TLS), and resiliency patterns in a language agnostic way. It is often used with legacy applications, or other applications that are difficult to modify, in order to extend their networking capabilities. It can also enable a specialized team to implement those features.
 
 **Programmatic Example**
 
diff --git a/caching/README.md b/caching/README.md
index 4172cc72a..912f1d218 100644
--- a/caching/README.md
+++ b/caching/README.md
@@ -5,7 +5,8 @@ folder: caching
 permalink: /patterns/caching/
 categories: Behavioral
 tags:
- - Performance
+  - Performance
+  - Cloud distributed
 ---
 
 ## Intent
@@ -25,4 +26,4 @@ Use the Caching pattern(s) when
 
 * [Write-through, write-around, write-back: Cache explained](http://www.computerweekly.com/feature/Write-through-write-around-write-back-Cache-explained)
 * [Read-Through, Write-Through, Write-Behind, and Refresh-Ahead Caching](https://docs.oracle.com/cd/E15357_01/coh.360/e15723/cache_rtwtwbra.htm#COHDG5177)
-* [Cache-Aside](https://msdn.microsoft.com/en-us/library/dn589799.aspx)
+* [Cache-Aside pattern](https://docs.microsoft.com/en-us/azure/architecture/patterns/cache-aside)
diff --git a/circuit-breaker/README.md b/circuit-breaker/README.md
index e0ef7d1fb..ce280a570 100644
--- a/circuit-breaker/README.md
+++ b/circuit-breaker/README.md
@@ -5,8 +5,9 @@ folder: circuit-breaker
 permalink: /patterns/circuit-breaker/
 categories: Behavioral
 tags:
- - Performance
- - Decoupling
+  - Performance
+  - Decoupling
+  - Cloud distributed
 ---
 
 ## Intent
@@ -187,4 +188,4 @@ Use the Circuit Breaker pattern when
 * [Understanding Circuit Breaker Pattern](https://itnext.io/understand-circuitbreaker-design-pattern-with-simple-practical-example-92a752615b42)
 * [Martin Fowler on Circuit Breaker](https://martinfowler.com/bliki/CircuitBreaker.html)
 * [Fault tolerance in a high volume, distributed system](https://medium.com/netflix-techblog/fault-tolerance-in-a-high-volume-distributed-system-91ab4faae74a)
-* [Microsoft docs](https://docs.microsoft.com/en-us/azure/architecture/patterns/circuit-breaker)
+* [Circuit Breaker pattern](https://docs.microsoft.com/en-us/azure/architecture/patterns/circuit-breaker)
diff --git a/cqrs/README.md b/cqrs/README.md
index 431ae6279..017e0a003 100644
--- a/cqrs/README.md
+++ b/cqrs/README.md
@@ -5,8 +5,8 @@ folder: cqrs
 permalink: /patterns/cqrs/
 categories: Architectural
 tags:
- - Performance
- - Cloud distributed
+  - Performance
+  - Cloud distributed
 ---
 
 ## Intent
@@ -18,12 +18,13 @@ CQRS Command Query Responsibility Segregation - Separate the query side from the
 ## Applicability
 Use the CQRS pattern when
 
-* you want to scale the queries and commands independently.
-* you want to use different data models for queries and commands. Useful when dealing with complex domains.
-* you want to use architectures like event sourcing or task based UI.
+* You want to scale the queries and commands independently.
+* You want to use different data models for queries and commands. Useful when dealing with complex domains.
+* You want to use architectures like event sourcing or task based UI.
 
 ## Credits
 
 * [Greg Young - CQRS, Task Based UIs, Event Sourcing agh!](http://codebetter.com/gregyoung/2010/02/16/cqrs-task-based-uis-event-sourcing-agh/)
 * [Martin Fowler - CQRS](https://martinfowler.com/bliki/CQRS.html)
 * [Oliver Wolf - CQRS for Great Good](https://www.youtube.com/watch?v=Ge53swja9Dw)
+* [Command and Query Responsibility Segregation (CQRS) pattern](https://docs.microsoft.com/en-us/azure/architecture/patterns/cqrs)
diff --git a/event-sourcing/README.md b/event-sourcing/README.md
index 5efbbbd02..6d24a40e5 100644
--- a/event-sourcing/README.md
+++ b/event-sourcing/README.md
@@ -5,7 +5,8 @@ folder: event-sourcing
 permalink: /patterns/event-sourcing/
 categories: Architectural
 tags:
- - Performance
+  - Performance
+  - Cloud distributed
 ---
 
 ## Intent
@@ -30,3 +31,4 @@ Use the Event Sourcing pattern when
 * [Martin Fowler - Event Sourcing] (https://martinfowler.com/eaaDev/EventSourcing.html)
 * [Event Sourcing | Microsoft Docs] (https://docs.microsoft.com/en-us/azure/architecture/patterns/event-sourcing)
 * [Reference 3: Introducing Event Sourcing] (https://msdn.microsoft.com/en-us/library/jj591559.aspx)
+* [Event Sourcing pattern](https://docs.microsoft.com/en-us/azure/architecture/patterns/event-sourcing)
diff --git a/leader-election/README.md b/leader-election/README.md
index 3cfa7a662..85943d5b4 100644
--- a/leader-election/README.md
+++ b/leader-election/README.md
@@ -30,4 +30,4 @@ Do not use this pattern when
 
 ## Credits
 
-* [ Cloud Design Patterns: Prescriptive Architecture Guidance for Cloud Applications](https://docs.microsoft.com/en-us/previous-versions/msp-n-p/dn568104(v=pandp.10))
+* [Leader Election pattern](https://docs.microsoft.com/en-us/azure/architecture/patterns/leader-election)
diff --git a/priority-queue/README.md b/priority-queue/README.md
index c8d1f7773..924d7169f 100644
--- a/priority-queue/README.md
+++ b/priority-queue/README.md
@@ -6,6 +6,7 @@ permalink: /patterns/priority-queue/
 categories: Behavioral
 tags:
  - Decoupling
+ - Cloud distributed
 ---
 
 ## Intent
@@ -18,12 +19,11 @@ Applications may delegate specific tasks to other services; for example, to perf
 ![alt text](./etc/priority-queue.urm.png "Priority Queue pattern class diagram")
 
 ## Applicability
-Use the Property pattern when
+Use the Priority Queue pattern when
 
 * The system must handle multiple tasks that might have different priorities.
 * Different users or tenants should be served with different priority..
 
-## Real world examples
+## Credits
 
-* [ Priority Queue Pattern](https://docs.microsoft.com/en-us/previous-versions/msp-n-p/dn589794(v=pandp.10))
-Microsoft Azure does not provide a queuing mechanism that natively support automatic prioritization of messages through sorting. However, it does provide Azure Service Bus topics and subscriptions, which support a queuing mechanism that provides message filtering, together with a wide range of flexible capabilities that make it ideal for use in almost all priority queue implementations.
+* [Priority Queue pattern](https://docs.microsoft.com/en-us/azure/architecture/patterns/priority-queue)
diff --git a/queue-load-leveling/README.md b/queue-load-leveling/README.md
index 3674e7413..5cad88636 100644
--- a/queue-load-leveling/README.md
+++ b/queue-load-leveling/README.md
@@ -7,6 +7,7 @@ categories: Concurrency
 tags:
  - Decoupling
  - Performance
+ - Cloud distributed
 ---
 
 ## Intent
@@ -32,4 +33,4 @@ for both the task and the service.
 
 ## Credits
 
-* [Microsoft Cloud Design Patterns: Queue-Based Load Leveling Pattern](https://msdn.microsoft.com/en-us/library/dn589783.aspx)
+* [Queue-Based Load Leveling pattern](https://docs.microsoft.com/en-us/azure/architecture/patterns/queue-based-load-leveling)
diff --git a/retry/README.md b/retry/README.md
index fa56c1240..056674a18 100644
--- a/retry/README.md
+++ b/retry/README.md
@@ -6,6 +6,7 @@ permalink: /patterns/retry/
 categories: Behavioral
 tags:
   - Performance
+  - Cloud distributed
 ---
 
 ## Intent
diff --git a/saga/README.md b/saga/README.md
index 50aeb7d73..394398f99 100644
--- a/saga/README.md
+++ b/saga/README.md
@@ -46,3 +46,4 @@ Use the Saga pattern, if:
 ## Credits
 
 - [Pattern: Saga](https://microservices.io/patterns/data/saga.html)
+- [Saga distributed transactions pattern](https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/saga/saga)
diff --git a/sharding/README.md b/sharding/README.md
index 2ee465401..cc2121bb5 100644
--- a/sharding/README.md
+++ b/sharding/README.md
@@ -26,4 +26,4 @@ This pattern offers the following benefits:
 
 ## Credits  
   
-* [Cloud Design Patterns: Prescriptive Architecture Guidance for Cloud Applications - Sharding Pattern](https://docs.microsoft.com/en-us/previous-versions/msp-n-p/dn589797(v=pandp.10)?redirectedfrom=MSDN)
+* [Sharding pattern](https://docs.microsoft.com/en-us/azure/architecture/patterns/sharding)
diff --git a/strangler/README.md b/strangler/README.md
index 2f157f1d2..667940798 100644
--- a/strangler/README.md
+++ b/strangler/README.md
@@ -6,6 +6,7 @@ permalink: /patterns/strangler/
 categories: Structural
 tags:
  - Extensibility
+ - Cloud distributed
 ---
 
 ## Intent
@@ -25,7 +26,5 @@ so usually use it when the system is not so simple.
 
 ## Credits
 
-* [Strangler pattern](https://docs.microsoft.com/en-us/azure/architecture/patterns/strangler#context-and-problem)
+* [Strangler pattern](https://docs.microsoft.com/en-us/azure/architecture/patterns/strangler)
 * [Legacy Application Strangulation : Case Studies](https://paulhammant.com/2013/07/14/legacy-application-strangulation-case-studies/)
-
-
diff --git a/throttling/README.md b/throttling/README.md
index f3ef43c17..48e1b1c78 100644
--- a/throttling/README.md
+++ b/throttling/README.md
@@ -6,6 +6,7 @@ permalink: /patterns/throttling/
 categories: Behavioral
 tags:
  - Performance
+ - Cloud distributed
 ---
 
 ## Intent