diff --git a/pages/blog/the-reference-rabbit-hole.md b/pages/blog/the-reference-rabbit-hole.md
index 53a9a5751a6e..bd22884e90e4 100644
--- a/pages/blog/the-reference-rabbit-hole.md
+++ b/pages/blog/the-reference-rabbit-hole.md
@@ -149,7 +149,7 @@ channels:
 
 This will result in the reference for the `address` property, to be looked up at `https://example.com/schemas/address`, because it uses the Base URI in `$id` from the parent schema (`https://example.com`). 
 
-I tried a little test in the [new Studio tool](https://studio.asyncapi.com/) (Studio uses the parser, so it could be used for an easy test), [which showed that this was not supported by the parser](https://studio.asyncapi.com/?base64=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. The library tries to resolve the reference at `https://components/schemas/sentAt` when it should have tried to resolve it from `http://localhost.com/components/schemas/sentAt`. See [parser-js #403](https://github.com/asyncapi/parser-js/issues/403) for more information.
+I tried a little test in the [new Studio tool](https://studio.asyncapi.com/) (Studio uses the parser, so it could be used for an easy test), [which showed that this was not supported by the parser](https://studio.asyncapi.com/?base64=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). The library tries to resolve the reference at `https://components/schemas/sentAt` when it should have tried to resolve it from `http://localhost.com/components/schemas/sentAt`. See [parser-js #403](https://github.com/asyncapi/parser-js/issues/403) for more information.
 
 ## What about `$schema`?
 Before getting into `$schema` I first need to mention a keyword in AsyncAPI called [schemaFormat which is part of the Message Object](https://www.asyncapi.com/docs/specifications/v2.2.0#messageObject). What this keyword is used for is to change what format the payload is defined with. By defining it with `application/vnd.aai.asyncapi+yaml;version=2.2.0` it is the same as the default format.
@@ -212,7 +212,7 @@ We started to correlate the findings with the feature request from [Maciej](http
 
 What would this mean for our little `$ref` keywords?
 
-OpenAPI have in its most recent version 3.1, switched its default JSON Schema version to Draft 2020-12, the exact feature request for AsyncAPI. This, however, introduced a huge change to how you bundle references. I don't want to spend much time on this as [Ben](https://twitter.com/relequestual) and [Mike](https://twitter.com/PermittedSoc) described this entire change and what it means in terms of bundling in this great blog post: https://json-schema.org/blog/posts/bundling-json-schema-compound-documents#bundling-simple-external-resources. Besides this, the release notes for Draft 2020-12 also offers some guidance which can be found here: https://json-schema.org/draft/2020-12/release-notes.html
+OpenAPI have in its most recent version 3.1, switched its default JSON Schema version to Draft 2020-12, the exact feature request for AsyncAPI. This, however, introduced a huge change to how you bundle references. I don't want to spend much time on this as [Ben](https://twitter.com/relequestual) and [Mike](https://twitter.com/PermittedSoc) described this entire change and what it means in terms of bundling in this great blog post[Bundling simple external resources](https://json-schema.org/blog/posts/bundling-json-schema-compound-documents#bundling-simple-external-resources). Besides this, the release notes for Draft 2020-12 also offers some guidance which can be found here: https://json-schema.org/draft/2020-12/release-notes.html
 
 Besides having a bunch of new keywords that change the referencing behavior, such as `$dynamicRef`, `$dynamicAnchor`, `$anchor`, one of the key differences is that in [JSON Schema draft 2019-09](https://datatracker.ietf.org/doc/html/draft-handrews-json-schema-02), they changed their behavior of references so that extra keywords are now allowed adjacent to `$ref`.