diff --git a/bamboo-specs/release.yaml b/bamboo-specs/release.yaml
index f21bc2c2c..d404ef23c 100644
--- a/bamboo-specs/release.yaml
+++ b/bamboo-specs/release.yaml
@@ -69,7 +69,7 @@
                         VERBOSE=1\
                         js-deps js-build
     'requirements':
-      - 'adg-docker': 'true'
+      - 'golang': true
 
 'Make release':
     'artifact-subscriptions':
@@ -122,7 +122,7 @@
                         VERBOSE=2\
                         build-release
     'requirements':
-      - 'adg-docker': 'true'
+      - 'golang': true
 
 'Make and publish docker':
     'key': 'MPD'
@@ -173,7 +173,7 @@
     'final-tasks':
       - 'clean'
     'requirements':
-      - 'adg-docker': 'true'
+      - 'golang': true
 
 'Publish to static storage':
     'key': 'PUB'
@@ -202,7 +202,7 @@
     'final-tasks':
       - 'clean'
     'requirements':
-      - 'adg-docker': 'true'
+      - 'golang': true
 
 'Publish to GitHub Releases':
     'key': 'PTGR'
@@ -240,7 +240,7 @@
     'final-tasks':
       - 'clean'
     'requirements':
-      - 'adg-docker': 'true'
+      - 'golang': true
 
 'triggers':
     # Don't use minute values that end with a zero or a five as these are often
diff --git a/bamboo-specs/snapcraft.yaml b/bamboo-specs/snapcraft.yaml
index 016e88eaa..02f70fd8c 100644
--- a/bamboo-specs/snapcraft.yaml
+++ b/bamboo-specs/snapcraft.yaml
@@ -73,7 +73,7 @@
                   VERBOSE='1' \
                   sh ./scripts/snap/download.sh
     'requirements':
-      - 'adg-docker': 'true'
+      - 'golang': true
 
 'Build packages':
     'artifact-subscriptions':
@@ -118,7 +118,7 @@
                   VERBOSE='1' \
                   sh ./scripts/snap/build.sh
     'requirements':
-      - 'adg-docker': 'true'
+      - 'golang': true
 
 'Publish to Snapstore':
     'artifact-subscriptions':
@@ -150,7 +150,7 @@
     'final-tasks':
       - 'clean'
     'requirements':
-      - 'adg-docker': 'true'
+      - 'golang': true
 
 'triggers':
     # Don't use minute values that end with a zero or a five as these are often
diff --git a/bamboo-specs/test.yaml b/bamboo-specs/test.yaml
index a14e4fb2e..06138b0c8 100644
--- a/bamboo-specs/test.yaml
+++ b/bamboo-specs/test.yaml
@@ -58,7 +58,7 @@
     'final-tasks':
       - 'clean'
     'requirements':
-      - 'adg-docker': 'true'
+      - 'golang': true
 
 # TODO(e.burkov):  Add the linting stage for markdown docs and shell scripts.
 'Test backend':
@@ -117,7 +117,7 @@
 
                 exit "$exit_code"
     'requirements':
-      - 'adg-docker': 'true'
+      - 'golang': true
 
 'Build frontend':
     'artifacts':
@@ -147,7 +147,7 @@
                         VERBOSE=1\
                         js-deps js-build
     'requirements':
-      - 'adg-docker': 'true'
+      - 'golang': true
 
 'Artifact':
     'artifact-subscriptions':
@@ -194,7 +194,7 @@
                         VERBOSE=2\
                         build-release
     'requirements':
-      - 'adg-docker': 'true'
+      - 'golang': true
 
 'Test e2e':
     'artifact-subscriptions':
@@ -226,7 +226,7 @@
 
                 make VERBOSE=1 js-deps js-test-e2e
     'requirements':
-      - 'adg-docker': 'true'
+      - 'golang': true
 
 'branches':
     'create': 'for-pull-request'
diff --git a/scripts/make/build-docker.sh b/scripts/make/build-docker.sh
index b15a2d831..73bc89dee 100644
--- a/scripts/make/build-docker.sh
+++ b/scripts/make/build-docker.sh
@@ -4,12 +4,9 @@ verbose="${VERBOSE:-0}"
 
 if [ "$verbose" -gt '0' ]; then
 	set -x
-	debug_flags='--debug=1'
 else
 	set +x
-	debug_flags='--debug=0'
 fi
-readonly debug_flags
 
 set -e -f -u
 
@@ -111,13 +108,13 @@ docker_build_opt_tag() {
 	set -- \
 		"$@" \
 		docker \
-		"$debug_flags" \
 		build \
 		--build-arg BUILD_DATE="$build_date" \
 		--build-arg DIST_DIR="$dist_dir" \
 		--build-arg VCS_REF="$commit" \
 		--build-arg VERSION="$version" \
 		--platform "$docker_platforms" \
+		--progress 'plain' \
 		;
 
 	# Append the channel tag, if any.
@@ -132,7 +129,7 @@ docker_build_opt_tag() {
 
 	# Push to DockerHub, if requested.
 	if [ "$docker_push" -eq 1 ]; then
-		set -- "$@" "--push"
+		set -- "$@" '--push'
 	fi
 
 	# Append the rest.
diff --git a/scripts/make/go-bench.sh b/scripts/make/go-bench.sh
index 103a613cf..87cc64f54 100644
--- a/scripts/make/go-bench.sh
+++ b/scripts/make/go-bench.sh
@@ -31,22 +31,25 @@ else
 fi
 readonly race_flags
 
-go="${GO:-go}"
-
+benchtime_flags="${BENCHTIME_FLAGS:---benchtime=1x}"
 count_flags='--count=2'
+go="${GO:-go}"
 shuffle_flags='--shuffle=on'
 timeout_flags="${TIMEOUT_FLAGS:---timeout=30s}"
-readonly go count_flags shuffle_flags timeout_flags
+readonly benchtime_flags count_flags go shuffle_flags timeout_flags
 
-"$go" test \
+env \
+	GOMAXPROCS="${GOMAXPROCS:-2}" \
+	"$go" test \
+	"$benchtime_flags" \
 	"$count_flags" \
-	"$shuffle_flags" \
 	"$race_flags" \
+	"$shuffle_flags" \
 	"$timeout_flags" \
-	"$x_flags" \
 	"$v_flags" \
+	"$x_flags" \
 	--bench='.' \
 	--benchmem \
-	--benchtime='1s' \
 	--run='^$' \
-	./...
+	work \
+	;
diff --git a/scripts/make/go-lint.sh b/scripts/make/go-lint.sh
index 2811f251e..e4904d888 100644
--- a/scripts/make/go-lint.sh
+++ b/scripts/make/go-lint.sh
@@ -163,7 +163,20 @@ run_linter -e gofumpt --extra -e -l .
 
 run_linter "${GO:-go}" vet ./...
 
-run_linter govulncheck ./...
+# govulncheck is not stricly reproducible, because it queries the VulnDB, which
+# is updated constantly.  If a stricly reproducible lint is desired, for example
+# for Docker lint stages, set IGNORE_NON_REPRODUCIBLE to 1 to ignore the exit
+# code from govulncheck.
+#
+# TODO(a.garipov):  Return the default to 0 and update the Go version once
+# https://github.com/quic-go/quic-go/issues/5543 is fixed.
+if [ "${IGNORE_NON_REPRODUCIBLE:-1}" -gt '0' ]; then
+	# run_linter calls set +e, so don't mind the cancelling effect of ||.
+	# shellcheck disable=SC2310
+	run_linter govulncheck work || :
+else
+	run_linter govulncheck work
+fi
 
 run_linter gocyclo --over 10 .