diff --git a/dev-python/jellyfish/jellyfish-1.2.1.ebuild b/dev-python/jellyfish/jellyfish-1.2.1.ebuild
index 963ab6702c93d..feb1e22c51e05 100644
--- a/dev-python/jellyfish/jellyfish-1.2.1.ebuild
+++ b/dev-python/jellyfish/jellyfish-1.2.1.ebuild
@@ -1,11 +1,11 @@
-# Copyright 1999-2025 Gentoo Authors
+# Copyright 1999-2026 Gentoo Authors
 # Distributed under the terms of the GNU General Public License v2
 
 EAPI=8
 
 DISTUTILS_EXT=1
 DISTUTILS_USE_PEP517=maturin
-PYTHON_COMPAT=( python3_{11..14} pypy3_11 )
+PYTHON_COMPAT=( python3_{12..15} )
 
 RUST_MIN_VER="1.82.0"
 CRATES="
@@ -82,6 +82,8 @@ QA_FLAGS_IGNORED="usr/lib.*/py.*/site-packages/jellyfish/_rustyfish.*.so"
 EPYTEST_PLUGINS=()
 distutils_enable_tests pytest
 
+export PYO3_USE_ABI3_FORWARD_COMPATIBILITY=1
+
 python_test_all() {
 	cargo_src_test
 }