Apply suggestions from code review

Co-authored-by: Jérémie du Boisberranger <[email protected]>

Author: adrinjalali

_posts/2024-12-05-dev-api.md

@@ -129,7 +129,7 @@ fix issues with their estimators. Note that you can now pass `legacy=False` to b
 `check_estimator` and `parametrize_with_checks` to include only strictly API related
 tests.
 
-The above changes means developers need to updated their estimators and depending on
+The above changes means developers need to update their estimators and depending on
 what they use, write scikit-learn version specific code to handle supporting multiple
 scikit-learn versions. To make that process easier, we've worked on a package called
 [`sklearn_compat`](https://github.com/sklearn-compat/sklearn-compat/). You can either
@@ -138,5 +138,5 @@ the moment this project is in its infancy and might change in the future. But ho
 it helps developers out there.
 
 If you think there are missing functionalities in the developer API, please let us know
-and give us feedback on your [issue tracker](
+and give us feedback on our [issue tracker](
 https://github.com/scikit-learn/scikit-learn/issues).