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include_yaml:
github_sponsors: data/github_sponsors.yml
people: data/people.yml
I'm the creator of **FastAPI**. You can read more about that in [Help FastAPI - Follow the author](help-fastapi.md#follow-the-author).
-...But here I want to show you the community.
-
----
-
-**FastAPI** receives a lot of support from the community. And I want to highlight their contributions.
-
-These are the people that:
-
-* [Help others with questions in GitHub](help-fastapi.md#help-others-with-questions-in-github).
-* Create or review Pull Requests.
-* Help [manage the repository](https://tiangolo.com/open-source/management-tasks/) (team members).
-
-All these tasks help maintain the repository.
-
-A round of applause to them. 👏 🙇
-
## Team
This is the current list of team members. 😎
</div>
-Although the team members have the permissions to perform privileged tasks, all the help from others maintaining FastAPI is very much appreciated! 🙇♂️
-
## FastAPI Experts
-These are the users that have been [helping others the most with questions in GitHub](help-fastapi.md#help-others-with-questions-in-github). 🙇
-
-They have proven to be **FastAPI Experts** by helping many others. ✨
-
-/// tip
-
-You could become an official FastAPI Expert too!
-
-Just [help others with questions in GitHub](help-fastapi.md#help-others-with-questions-in-github). 🤓
-
-///
-
-You can see the **FastAPI Experts** for:
-
-* [Last Month](#fastapi-experts-last-month) 🤓
-* [3 Months](#fastapi-experts-3-months) 😎
-* [6 Months](#fastapi-experts-6-months) 🧐
-* [1 Year](#fastapi-experts-1-year) 🧑🔬
-* [**All Time**](#fastapi-experts-all-time) 🧙
-
-### FastAPI Experts - Last Month
-
-These are the users that have been [helping others the most with questions in GitHub](help-fastapi.md#help-others-with-questions-in-github) during the last month. 🤓
-
-<div class="user-list user-list-center">
-
-{% for user in people.last_month_experts[:10] %}
-
-{% if user.login not in skip_users.users %}
-
-<div class="user"><a href="{{ user.url }}"><div class="avatar-wrapper"><img src="{{ user.avatarUrl }}"/></div><div class="title">@{{ user.login }}</div></a> <div class="count">Questions replied: {{ user.count }}</div></div>
-
-{% endif %}
-
-{% endfor %}
-
-</div>
-
-### FastAPI Experts - 3 Months
-
-These are the users that have been [helping others the most with questions in GitHub](help-fastapi.md#help-others-with-questions-in-github) during the last 3 months. 😎
-
-<div class="user-list user-list-center">
-
-{% for user in people.three_months_experts[:10] %}
-
-{% if user.login not in skip_users.users %}
-
-<div class="user"><a href="{{ user.url }}"><div class="avatar-wrapper"><img src="{{ user.avatarUrl }}"/></div><div class="title">@{{ user.login }}</div></a> <div class="count">Questions replied: {{ user.count }}</div></div>
-
-{% endif %}
-
-{% endfor %}
-
-</div>
-
-### FastAPI Experts - 6 Months
-
-These are the users that have been [helping others the most with questions in GitHub](help-fastapi.md#help-others-with-questions-in-github) during the last 6 months. 🧐
-
-<div class="user-list user-list-center">
-
-{% for user in people.six_months_experts[:10] %}
-
-{% if user.login not in skip_users.users %}
-
-<div class="user"><a href="{{ user.url }}"><div class="avatar-wrapper"><img src="{{ user.avatarUrl }}"/></div><div class="title">@{{ user.login }}</div></a> <div class="count">Questions replied: {{ user.count }}</div></div>
-
-{% endif %}
+For a long time, answering questions from the community in GitHub Discussions was done by other community volunteers.
-{% endfor %}
+They proved they are **FastAPI Experts** by helping many others. ✨
-</div>
-
-### FastAPI Experts - 1 Year
-
-These are the users that have been [helping others the most with questions in GitHub](help-fastapi.md#help-others-with-questions-in-github) during the last year. 🧑🔬
+Here's the hall of fame of the first FastAPI Experts:
<div class="user-list user-list-center">
-{% for user in people.one_year_experts[:20] %}
-
-{% if user.login not in skip_users.users %}
-
-<div class="user"><a href="{{ user.url }}"><div class="avatar-wrapper"><img src="{{ user.avatarUrl }}"/></div><div class="title">@{{ user.login }}</div></a> <div class="count">Questions replied: {{ user.count }}</div></div>
-
-{% endif %}
-
-{% endfor %}
-
-</div>
-
-### FastAPI Experts - All Time
-
-Here are the all time **FastAPI Experts**. 🤓🤯
-
-These are the users that have [helped others the most with questions in GitHub](help-fastapi.md#help-others-with-questions-in-github) through *all time*. 🧙
-
-<div class="user-list user-list-center">
-
-{% for user in people.experts[:50] %}
+{% for user in people.experts[:30] %}
{% if user.login not in skip_users.users %}
## Top Contributors
-Here are the **Top Contributors**. 👷
+Currently, most of the code changes in FastAPI are done by the team.
+
+But over the years, there have also been many contributions made by others.
-These users have created the most Pull Requests that have been *merged*.
+They contributed source code, documentation, etc. 📦
-They have contributed source code, documentation, etc. 📦
+Here's the hall of fame of the first **Top Contributors**. 👷
<div class="user-list user-list-center">
-{% for user in (contributors.values() | list)[:50] %}
+{% for user in (contributors.values() | list)[:30] %}
{% if user.login not in skip_users.users %}
## Top Translation Reviewers
-These users are the **Top Translation Reviewers**. 🕵️
+Currently, translations are done using AI tools, steered by the FastAPI team and native speakers.
-Translation reviewers have the **power to approve translations** of the documentation. Without them, there wouldn't be documentation in several other languages.
+At some point, FastAPI had some documentation pages that community members translated into other languages by hand.
+
+Here's the hall of fame of the first **Top Translation Reviewers**. 🕵️
<div class="user-list user-list-center">
-{% for user in (translation_reviewers.values() | list)[:50] %}
+{% for user in (translation_reviewers.values() | list)[:30] %}
{% if user.login not in skip_users.users %}
## Sponsors
-These are the **Sponsors**. 😎
-
-They are supporting my work with **FastAPI** (and others), mainly through [GitHub Sponsors](https://github.com/sponsors/tiangolo).
+**Sponsors** support **FastAPI** and friends, mainly through [GitHub Sponsors](https://github.com/sponsors/tiangolo). ✨
{% if sponsors %}
## About the data - technical details
-The main intention of this page is to highlight the effort of the community to help others.
+The main intention of this page has been to highlight the effort of the community to help others, especially efforts that were normally less visible and, in many cases, more arduous, like helping others with questions and reviewing Pull Requests with translations.
+
+It also highlights contributions from sponsors.
+
+The data used to be calculated continuously, each month.
+
+As of July 2026, most of the work has been done by (paid) team members for quite some time.
+
+GitHub Discussions are answered mostly by team members.
+
+Most of the code changes are done by team members.
-Especially including efforts that are normally less visible, and in many cases more arduous, like helping others with questions and reviewing Pull Requests with translations.
+And translations are continuously done for the entire documentation in multiple languages, using AI tools, managed by team members.
-The data is calculated each month, you can read the [source code here](https://github.com/fastapi/fastapi/blob/master/scripts/).
+Additionally, in recent months, there's been an overwhelming amount of AI spam, mainly to cheat the FastAPI Experts system or to get a PR merged by any means and thereby be considered a contributor. You can read more about the point of view in [Automated Code and AI](https://tiangolo.com/open-source/contributing/#automated-code-and-ai).
-Here I'm also highlighting contributions from sponsors.
+Because of this, the data for the FastAPI Experts, Top Contributors, and Top Translation Reviewers is no longer continuously updated.
-I also reserve the right to update the algorithm, sections, thresholds, etc (just in case 🤷).
+This section is currently kept as a tribute to the humans that helped shape what FastAPI is today. 🙌