diff --git a/Dockerfile b/Dockerfile
index 583037b..66e2a1c 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -2,7 +2,7 @@
 # STAGE 1 — BUILDER
 # Compilación limpia, reproducible, sin root
 # ============================================
-FROM python:3.11-slim AS builder
+FROM python:3.14-slim AS builder
 
 ENV PYTHONDONTWRITEBYTECODE=1 \
     PYTHONUNBUFFERED=1
@@ -27,7 +27,7 @@ RUN pip install --upgrade pip wheel && \
 # STAGE 2 — RUNTIME ULTRALIGHT
 # Cero herramientas innecesarias, zero trust
 # ============================================
-FROM python:3.11-slim AS runtime
+FROM python:3.14-slim AS runtime
 
 ENV PYTHONDONTWRITEBYTECODE=1 \
     PYTHONUNBUFFERED=1 \