diff --git a/go.mod b/go.mod
index e337e8351..27798edc7 100644
--- a/go.mod
+++ b/go.mod
@@ -12,7 +12,7 @@ require (
 	github.com/containerd/platforms v0.2.1
 	github.com/davecgh/go-spew v1.1.1
 	github.com/distribution/reference v0.6.0
-	github.com/docker/buildx v0.17.1
+	github.com/docker/buildx v0.18.0
 	github.com/docker/cli v27.3.2-0.20241008150905-cb3048fbebb1+incompatible
 	github.com/docker/cli-docs-tool v0.8.0
 	github.com/docker/docker v27.3.1+incompatible
@@ -155,6 +155,7 @@ require (
 	github.com/secure-systems-lab/go-securesystemslib v0.4.0 // indirect
 	github.com/serialx/hashring v0.0.0-20200727003509-22c0c7ab6b1b // indirect
 	github.com/shibumi/go-pathspec v1.3.0 // indirect
+	github.com/tonistiigi/dchapes-mode v0.0.0-20241001053921-ca0759fec205 // indirect
 	github.com/tonistiigi/fsutil v0.0.0-20241028165955-397af5306b5c // indirect
 	github.com/tonistiigi/go-csvvalue v0.0.0-20240710180619-ddb21b71c0b4 // indirect
 	github.com/tonistiigi/units v0.0.0-20180711220420-6950e57a87ea // indirect
diff --git a/go.sum b/go.sum
index 10c8fce71..64b990637 100644
--- a/go.sum
+++ b/go.sum
@@ -128,8 +128,8 @@ github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSs
 github.com/denisenkom/go-mssqldb v0.0.0-20191128021309-1d7a30a10f73/go.mod h1:xbL0rPBG9cCiLr28tMa8zpbdarY27NDyej4t/EjAShU=
 github.com/distribution/reference v0.6.0 h1:0IXCQ5g4/QMHHkarYzh5l+u8T3t73zM5QvfrDyIgxBk=
 github.com/distribution/reference v0.6.0/go.mod h1:BbU0aIcezP1/5jX/8MP0YiH4SdvB5Y4f/wlDRiLyi3E=
-github.com/docker/buildx v0.17.1 h1:9ob2jGp4+W9PxWw68GsoNFp+eYFc7eUoRL9VljLCSM4=
-github.com/docker/buildx v0.17.1/go.mod h1:kJOhOhS47LRvrLFRulFiO5SE6VJf54yYMn7DzjgO5W0=
+github.com/docker/buildx v0.18.0 h1:rSauXHeJt90NvtXrLK5J992Eb0UPJZs2vV3u1zTf1nE=
+github.com/docker/buildx v0.18.0/go.mod h1:JGNSshOhHs5FhG3u51jXUf4lLOeD2QBIlJ2vaRB67p4=
 github.com/docker/cli v27.3.2-0.20241008150905-cb3048fbebb1+incompatible h1:fJ3SzYiebfWoas3qOJpmRsNrDL2w1XIpPFywSLFhhfk=
 github.com/docker/cli v27.3.2-0.20241008150905-cb3048fbebb1+incompatible/go.mod h1:JLrzqnKDaYBop7H2jaqPtU4hHvMKP+vjCwu2uszcLI8=
 github.com/docker/cli-docs-tool v0.8.0 h1:YcDWl7rQJC3lJ7WVZRwSs3bc9nka97QLWfyJQli8yJU=
@@ -470,6 +470,8 @@ github.com/theupdateframework/notary v0.7.0 h1:QyagRZ7wlSpjT5N2qQAh/pN+DVqgekv4D
 github.com/theupdateframework/notary v0.7.0/go.mod h1:c9DRxcmhHmVLDay4/2fUYdISnHqbFDGRSlXPO0AhYWw=
 github.com/tilt-dev/fsnotify v1.4.8-0.20220602155310-fff9c274a375 h1:QB54BJwA6x8QU9nHY3xJSZR2kX9bgpZekRKGkLTmEXA=
 github.com/tilt-dev/fsnotify v1.4.8-0.20220602155310-fff9c274a375/go.mod h1:xRroudyp5iVtxKqZCrA6n2TLFRBf8bmnjr1UD4x+z7g=
+github.com/tonistiigi/dchapes-mode v0.0.0-20241001053921-ca0759fec205 h1:eUk79E1w8yMtXeHSzjKorxuC8qJOnyXQnLaJehxpJaI=
+github.com/tonistiigi/dchapes-mode v0.0.0-20241001053921-ca0759fec205/go.mod h1:3Iuxbr0P7D3zUzBMAZB+ois3h/et0shEz0qApgHYGpY=
 github.com/tonistiigi/fsutil v0.0.0-20241028165955-397af5306b5c h1:bQLsfX+uEPZUjyR2qmoJs5F8Z57bPVmF3IsUf22Xo9Y=
 github.com/tonistiigi/fsutil v0.0.0-20241028165955-397af5306b5c/go.mod h1:Dl/9oEjK7IqnjAm21Okx/XIxUCFJzvh+XdVHUlBwXTw=
 github.com/tonistiigi/go-csvvalue v0.0.0-20240710180619-ddb21b71c0b4 h1:7I5c2Ig/5FgqkYOh/N87NzoyI9U15qUPXhDD8uCupv8=
diff --git a/pkg/compose/build_buildkit.go b/pkg/compose/build_buildkit.go
index 4b28b292d..c0486ca03 100644
--- a/pkg/compose/build_buildkit.go
+++ b/pkg/compose/build_buildkit.go
@@ -45,7 +45,7 @@ func (s *composeService) doBuildBuildkit(ctx context.Context, service string, op
 		response, err = build.Build(ctx, nodes,
 			map[string]build.Options{service: opts},
 			dockerutil.NewClient(s.dockerCli),
-			confutil.ConfigDir(s.dockerCli),
+			confutil.NewConfig(s.dockerCli),
 			buildx.WithPrefix(p, service, true))
 		if err != nil {
 			return "", WrapCategorisedComposeError(err, BuildFailure)