diff --git a/Dockerfile b/Dockerfile
index 6c316fd..14b6b69 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -17,7 +17,7 @@ COPY ui/ ./
 RUN npm run build
 
 # ── Stage 2 — Python runtime ──────────────────────────────────────────────────
-FROM python:3.12-slim@sha256:78387bc3881b8273120a12ebe6c1ab22b018ccc2c9adf565ae1ac9b536e184ea
+FROM python:3.14-slim@sha256:51dafde81dbdb6ebde285137a295cf18a47ca95234fe388a343719cb97305b3d
 
 WORKDIR /app