diff --git a/Gopkg.lock b/Gopkg.lock
new file mode 100644
index 0000000..0524ca6
--- /dev/null
+++ b/Gopkg.lock
@@ -0,0 +1,49 @@
+memo = "a1e436d5dd32e1ea1ae17c69f248460de8e7f7d7997e0b9dbe8abb574797b841"
+
+[[projects]]
+  name = "github.com/caarlos0/spin"
+  packages = ["."]
+  revision = "f1f63cceace559408b09577f25210edb9b2215c3"
+  version = "v1.0.0"
+
+[[projects]]
+  branch = "master"
+  name = "github.com/golang/protobuf"
+  packages = ["proto"]
+  revision = "2bba0603135d7d7f5cb73b2125beeda19c09f4ef"
+
+[[projects]]
+  branch = "master"
+  name = "github.com/google/go-github"
+  packages = ["github"]
+  revision = "de33c46a823d3f723514fc5333b75ef2e937b7df"
+
+[[projects]]
+  branch = "master"
+  name = "github.com/google/go-querystring"
+  packages = ["query"]
+  revision = "53e6ce116135b80d037921a7fdd5138cf32d7a8a"
+
+[[projects]]
+  name = "github.com/urfave/cli"
+  packages = ["."]
+  revision = "0bdeddeeb0f650497d603c4ad7b20cfe685682f6"
+  version = "v1.19.1"
+
+[[projects]]
+  branch = "master"
+  name = "golang.org/x/net"
+  packages = ["context"]
+  revision = "5602c733f70afc6dcec6766be0d5034d4c4f14de"
+
+[[projects]]
+  branch = "master"
+  name = "golang.org/x/oauth2"
+  packages = [".","internal"]
+  revision = "a6bd8cefa1811bd24b86f8902872e4e8225f74c4"
+
+[[projects]]
+  name = "google.golang.org/appengine"
+  packages = [".","internal","internal/app_identity","internal/base","internal/datastore","internal/log","internal/modules","internal/remote_api","internal/urlfetch","urlfetch"]
+  revision = "150dc57a1b433e64154302bdc40b6bb8aefa313a"
+  version = "v1.0.0"
diff --git a/Gopkg.toml b/Gopkg.toml
new file mode 100644
index 0000000..0300679
--- /dev/null
+++ b/Gopkg.toml
@@ -0,0 +1,16 @@
+
+[[dependencies]]
+  name = "github.com/caarlos0/spin"
+  version = "^1.0.0"
+
+[[dependencies]]
+  branch = "master"
+  name = "github.com/google/go-github"
+
+[[dependencies]]
+  name = "github.com/urfave/cli"
+  version = "^1.19.1"
+
+[[dependencies]]
+  branch = "master"
+  name = "golang.org/x/oauth2"
diff --git a/Makefile b/Makefile
index 6fbc631..e135da1 100644
--- a/Makefile
+++ b/Makefile
@@ -4,10 +4,10 @@ TEST_OPTIONS?=
 
 setup: ## Install all the build and lint dependencies
 	go get -u github.com/alecthomas/gometalinter
-	go get -u github.com/Masterminds/glide
+	go get -u github.com/golang/dep/...
 	go get -u github.com/pierrre/gotestcover
 	go get -u golang.org/x/tools/cmd/cover
-	glide install
+	dep ensure
 	gometalinter --install --update
 
 test: ## Run all the tests
diff --git a/glide.lock b/glide.lock
deleted file mode 100644
index 1ead12a..0000000
--- a/glide.lock
+++ /dev/null
@@ -1,38 +0,0 @@
-hash: ac7a1031e16f4be2fbed11c997aff58c1de32e50fef17043124b75d71f191f22
-updated: 2017-01-07T17:29:12.717568606-02:00
-imports:
-- name: github.com/caarlos0/spin
-  version: f1f63cceace559408b09577f25210edb9b2215c3
-- name: github.com/golang/protobuf
-  version: 8ee79997227bf9b34611aee7946ae64735e6fd93
-  subpackages:
-  - proto
-- name: github.com/google/go-github
-  version: 90861904aa86352a956f91ba0664df93a3547584
-  subpackages:
-  - github
-- name: github.com/google/go-querystring
-  version: 9235644dd9e52eeae6fa48efd539fdc351a0af53
-  subpackages:
-  - query
-- name: github.com/urfave/cli
-  version: 0bdeddeeb0f650497d603c4ad7b20cfe685682f6
-- name: golang.org/x/net
-  version: 8fd7f25955530b92e73e9e1932a41b522b22ccd9
-  subpackages:
-  - context
-- name: golang.org/x/oauth2
-  version: 314dd2c0bf3ebd592ec0d20847d27e79d0dbe8dd
-  subpackages:
-  - internal
-- name: google.golang.org/appengine
-  version: 08a149cfaee099e6ce4be01c0113a78c85ee1dee
-  subpackages:
-  - internal
-  - internal/base
-  - internal/datastore
-  - internal/log
-  - internal/remote_api
-  - internal/urlfetch
-  - urlfetch
-testImports: []
diff --git a/glide.yaml b/glide.yaml
deleted file mode 100644
index e798fa0..0000000
--- a/glide.yaml
+++ /dev/null
@@ -1,10 +0,0 @@
-package: github.com/caarlos0/github-vacations
-import:
-- package: github.com/caarlos0/spin
-  version: ~1.0.0
-- package: github.com/google/go-github
-  subpackages:
-  - github
-- package: golang.org/x/oauth2
-- package: github.com/urfave/cli
-  version: ~1.19.1