diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index e09cae9..d02e7a2 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -96,7 +96,7 @@ repos:
   # single tool owns that gate (PY-PROJ-007: no overlapping tools). ruff infers the
   # upgrade target from pyproject's requires-python (>=3.14).
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: 65dbdb59d2f2d9c3bdc343c566821ad3319ddaa3 # frozen: v0.16.3
+    rev: aab412d509121cb5f7533134b7e67f9fab59c682 # frozen: v0.16.4
     hooks:
       # Run the linter. Upstream types_or is [python, pyi, jupyter], which matches
       # `ruff check`'s own scope: it does not lint Python inside Markdown fences