diff --git a/britney.conf b/britney.conf
index 4d680fd..9bea043 100644
--- a/britney.conf
+++ b/britney.conf
@@ -99,9 +99,7 @@ ADT_SWIFT_URL     = file:///srv/release.debian.org/britney/state/debci.json
 ADT_CI_URL        = https://ci.debian.net/
 
 # Autopkgtest results can be used to influence the aging
-# Set to 10 when we are ready to enable autopkgtests with penalties
-ADT_REGRESSION_PENALTY = 0
-# Set to 3 when we are ready to enable autopkgtests with bounty
-ADT_SUCCESS_BOUNTY     = 0
+ADT_REGRESSION_PENALTY = 10
+ADT_SUCCESS_BOUNTY     = 3
 ADT_BASELINE           = reference
 ADT_RETRY_URL_MECH     = run_id
diff --git a/britney_nobreakall.conf b/britney_nobreakall.conf
index 56ed770..929e022 100644
--- a/britney_nobreakall.conf
+++ b/britney_nobreakall.conf
@@ -97,9 +97,7 @@ ADT_SWIFT_URL     = file:///srv/release.debian.org/britney/state/debci.json
 ADT_CI_URL        = https://ci.debian.net/
 
 # Autopkgtest results can be used to influence the aging
-# Set to 10 when we are ready to enable autopkgtests with penalties
-ADT_REGRESSION_PENALTY = 0
-# Set to 3 when we are ready to enable autopkgtests with bounty
-ADT_SUCCESS_BOUNTY     = 0
+ADT_REGRESSION_PENALTY = 10
+ADT_SUCCESS_BOUNTY     = 3
 ADT_BASELINE           = reference
 ADT_RETRY_URL_MECH     = run_id