diff --git a/.forgejo/workflows/deploy.yaml b/.forgejo/workflows/deploy.yaml
index 221853c..6aefbe2 100644
--- a/.forgejo/workflows/deploy.yaml
+++ b/.forgejo/workflows/deploy.yaml
@@ -6,9 +6,9 @@ on:
     branches:
       - dev
 
-# IMPORTANTE: Avisa as Actions para usarem a rede em vez do socket local
+# AJUSTE 1: Força o uso do IP 127.0.0.1 (mais estável que localhost no K8s)
 env:
-  DOCKER_HOST: tcp://localhost:2375
+  DOCKER_HOST: tcp://127.0.0.1:2375
 
 jobs:
   build-and-push:
@@ -20,9 +20,8 @@ jobs:
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
         with:
-          # AJUSTE: Força o builder a conectar no container sidecar
-          endpoint: tcp://localhost:2375
-          driver: docker-container
+          # AJUSTE 2: Conecta o Buildx diretamente ao sidecar do Docker
+          endpoint: tcp://127.0.0.1:2375
 
       - name: Login to Forgejo Registry
         uses: docker/login-action@v3