# Announcing Flower 1.32.1

**URL:** <https://discuss.flower.ai/t/announcing-flower-1-32-1/1258>\
**Category:** General\
**Tags:** flower, release\
**Created:** [July 1, 2026, 12:20pm UTC](https://discuss.flower.ai/t/announcing-flower-1-32-1/1258 "2026-07-01T12:20:14Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![pan-h](https://dub1.discourse-cdn.com/flex013/user_avatar/discuss.flower.ai/pan-h/32/67_2.png) [@pan-h](https://discuss.flower.ai/u/pan-h)\
**Post date:** [July 1, 2026, 12:20pm UTC](https://discuss.flower.ai/t/announcing-flower-1-32-1/1258/1 "2026-07-01T12:20:14Z")

</div>

![flwr-1321](https://europe1.discourse-cdn.com/flex013/uploads/flower/original/1X/7594fc34bf6f085945b4887aa2b79259a86811e1.jpeg)

The Flower team is excited to announce the release of Flower 1.32.1 stable!

**Flower is a friendly framework for collaborative AI and data science.**  
It makes novel approaches such as federated learning, federated evaluation,  
federated analytics, and fleet learning accessible to a wide audience of researchers and engineers.

### Thanks to our contributors

We would like to give our special thanks to all the contributors who made the new version of Flower possible (in `git shortlog` order):

`Chong Shen Ng`, `Daniel Nata Nugraha`, `Heng Pan`, `Javier`, `Micah Sheller`

### What’s new?

- **Fix `flwr-simulation` failing to exit** ([#7504](https://github.com/flwrlabs/flower/pull/7504))

- **Improve agent reliability and security** ([#7505](https://github.com/flwrlabs/flower/pull/7505), [#7507](https://github.com/flwrlabs/flower/pull/7507), [#7509](https://github.com/flwrlabs/flower/pull/7509))