diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 465895d..261e7e3 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -4,16 +4,16 @@ repos:
     hooks:
       - id: trailing-whitespace
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.16.6
+    rev: v0.16.7
     hooks:
       - id: ruff-check
         args: [--fix, --exit-non-zero-on-fix]
       - id: ruff-format
   - repo: https://github.com/tox-dev/pyproject-fmt
-    rev: v2.29.3
+    rev: v2.29.4
     hooks:
       - id: pyproject-fmt
   - repo: https://github.com/biomejs/pre-commit
-    rev: v2.5.12
+    rev: v2.5.13
     hooks:
       - id: biome-format
diff --git a/pyproject.toml b/pyproject.toml
index 8338380..4e925ed 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -19,6 +19,7 @@ classifiers = [
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
     "Programming Language :: Python :: 3.14",
+    "Programming Language :: Python :: 3.15",
     "Programming Language :: R",
     "Topic :: Scientific/Engineering :: Bio-Informatics",
 ]