diff --git a/Dockerfile b/Dockerfile
index 8d4416ba2..1244e462b 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -8,13 +8,18 @@ EXPOSE 4000
 # Load the dependencies
 RUN go-wrapper download github.com/bifurcation/gose && \
     go-wrapper download github.com/codegangsta/cli && \
-    go-wrapper download github.com/streadway/amqp
+    go-wrapper download github.com/streadway/amqp && \
+    go-wrapper download github.com/mattn/go-sqlite3 && \
+    go-wrapper download github.com/cloudflare/cfssl/auth && \
+    go-wrapper download github.com/cloudflare/cfssl/config && \
+    go-wrapper download github.com/cloudflare/cfssl/signer
+    #go-wrapper download github.com/cloudflare/cfssl/signer/remote && \
 
 # Copy in the Boulder sources
 RUN mkdir -p /go/src/github.com/letsencrypt/boulder
 COPY . /go/src/github.com/letsencrypt/boulder
 
 # Build Boulder
-RUN go install github.com/letsencrypt/boulder/boulder-start
+RUN go install github.com/letsencrypt/boulder/cmd/boulder-start
 
 ENTRYPOINT ["/go/bin/boulder-start"]