* 📝 Fix broken link to article: Machine learning model serving in Python using FastAPI and Streamlit. PR [#2557](https://github.com/tiangolo/fastapi/pull/2557) by [@davidefiocco](https://github.com/davidefiocco).
* 📝 Add FastAPI Medium Article: Deploy a dockerized FastAPI application to AWS. PR [#2515](https://github.com/tiangolo/fastapi/pull/2515) by [@vjanz](https://github.com/vjanz).
* 📝 Add FastAPI Medium Article: Deploy a dockerized FastAPI application to AWS. PR [#2515](https://github.com/tiangolo/fastapi/pull/2515) by [@vjanz](https://github.com/vjanz).
* ✏ Fix typo in Tutorial - Handling Errors. PR [#2486](https://github.com/tiangolo/fastapi/pull/2486) by [@johnthagen](https://github.com/johnthagen).
* ✏ Fix typo in Tutorial - Handling Errors. PR [#2486](https://github.com/tiangolo/fastapi/pull/2486) by [@johnthagen](https://github.com/johnthagen).
* 🎨 Remove internal "type: ignore", now unnecessary. PR [#2424](https://github.com/tiangolo/fastapi/pull/2424) by [@AsakuraMizu](https://github.com/AsakuraMizu).
* 🎨 Remove internal "type: ignore", now unnecessary. PR [#2424](https://github.com/tiangolo/fastapi/pull/2424) by [@AsakuraMizu](https://github.com/AsakuraMizu).