diff --git a/autopkgtest.py b/autopkgtest.py
index 5dd2445..75371e0 100644
--- a/autopkgtest.py
+++ b/autopkgtest.py
@@ -19,18 +19,24 @@ from __future__ import print_function
 
 from collections import defaultdict
 from contextlib import closing
-import logging
 import os
 import subprocess
 import tempfile
 from textwrap import dedent
 import time
-
 import apt_pkg
 
 
 adt_britney = os.path.expanduser("~/auto-package-testing/jenkins/adt-britney")
 
+ADT_PASS = ["PASS", "ALWAYSFAIL"]
+ADT_EXCUSES_LABELS = {
+    "PASS": '<span style="background:#87d96c">Pass</span>',
+    "ALWAYSFAIL": '<span style="background:#e5c545">Always failed</span>',
+    "REGRESSION": '<span style="background:#ff6666">Regression</span>',
+    "RUNNING": '<span style="background:#99ddff">Test in progress</span>',
+}
+
 
 class AutoPackageTest(object):
     """autopkgtest integration
@@ -62,7 +68,7 @@ class AutoPackageTest(object):
                 components: main restricted universe multiverse
                 rsync_host: rsync://tachash.ubuntu-ci/adt/
                 datadir: ~/proposed-migration/autopkgtest/data""" %
-                (self.series, self.series, home)), file=rc_file)
+                         (self.series, self.series, home)), file=rc_file)
 
     @property
     def _request_path(self):
@@ -85,8 +91,7 @@ class AutoPackageTest(object):
                         continue
                     linebits = line.split()
                     if len(linebits) < 2:
-                        logging.warning(
-                            "Invalid line format: '%s', skipped" % line)
+                        print("W: Invalid line format: '%s', skipped" % line)
                         continue
                     yield linebits
 
@@ -94,29 +99,21 @@ class AutoPackageTest(object):
         self.pkglist = defaultdict(dict)
         self.pkgcauses = defaultdict(lambda: defaultdict(list))
         for linebits in self._parse(self._result_path):
-            src = linebits.pop(0)
-            ver = linebits.pop(0)
-            self.pkglist[src][ver] = {
-                "status": "NEW",
-                "causes": {},
+            (src, ver, status) = linebits[:3]
+
+            if not (src in self.pkglist and ver in self.pkglist[src]):
+                self.pkglist[src][ver] = {
+                    "status": status,
+                    "causes": {}
                 }
-            try:
-                status = linebits.pop(0).upper()
-                self.pkglist[src][ver]["status"] = status
-                while True:
-                    trigsrc = linebits.pop(0)
-                    trigver = linebits.pop(0)
-                    self.pkglist[src][ver]["causes"][trigsrc] = trigver
-            except IndexError:
-                # End of the list
-                pass
-        for src in self.pkglist:
-            all_vers = sorted(self.pkglist[src], cmp=apt_pkg.version_compare)
-            for ver in self.pkglist[src]:
-                status = self.pkglist[src][ver]["status"]
-                for trigsrc, trigver in \
-                        self.pkglist[src][ver]["causes"].items():
-                    self.pkgcauses[trigsrc][trigver].append((status, src, ver))
+
+            i = iter(linebits[3:])
+            for trigsrc, trigver in zip(i, i):
+                if not trigsrc in self.pkglist[src][ver]['causes']:
+                    self.pkglist[src][ver]['causes'][trigsrc] = []
+                self.pkglist[src][ver]['causes'][trigsrc].append((trigver,
+                                                                  status))
+                self.pkgcauses[trigsrc][trigver].append((status, src, ver))
 
     def _adt_britney(self, *args):
         command = [
@@ -197,12 +194,29 @@ class AutoPackageTest(object):
         self.read()
         if self.britney.options.verbose:
             for src in sorted(self.pkglist):
-                for ver in self.pkglist[src]:
-                    print("I: [%s] - Collected autopkgtest status for %s_%s: "
-                          "%s" %
-                          (time.asctime(), src, ver,
-                           self.pkglist[src][ver]["status"]))
+                for ver in sorted(self.pkglist[src],
+                                  cmp=apt_pkg.version_compare):
+                    for trigsrc in sorted(self.pkglist[src][ver]['causes']):
+                        for trigver, status \
+                                in self.pkglist[src][ver]['causes'][trigsrc]:
+                            print("I: [%s] - Collected autopkgtest status "
+                                  "for %s_%s/%s_%s: " "%s" % (
+                                      time.asctime(), src, ver, trigsrc,
+                                      trigver, status))
 
     def results(self, trigsrc, trigver):
         for status, src, ver in self.pkgcauses[trigsrc][trigver]:
+            # Check for regresssion
+            if status == 'FAIL':
+                passed_once = False
+                for ver in self.pkglist[src]:
+                    for trigsrc in self.pkglist[src][ver]['causes']:
+                        for trigver, status \
+                                in self.pkglist[src][ver]['causes'][trigsrc]:
+                            if status == 'PASS':
+                                passed_once = True
+                if not passed_once:
+                    status = 'ALWAYSFAIL'
+                else:
+                    status = 'REGRESSION'
             yield status, src, ver
diff --git a/britney.py b/britney.py
index 683822e..648eb57 100755
--- a/britney.py
+++ b/britney.py
@@ -222,7 +222,7 @@ from britney_util import (old_libraries_format, same_source, undo_changes,
 from consts import (VERSION, SECTION, BINARIES, MAINTAINER, FAKESRC,
                    SOURCE, SOURCEVER, ARCHITECTURE, DEPENDS, CONFLICTS,
                    PROVIDES, RDEPENDS, RCONFLICTS, MULTIARCH)
-from autopkgtest import AutoPackageTest
+from autopkgtest import AutoPackageTest, ADT_PASS, ADT_EXCUSES_LABELS
 
 __author__ = 'Fabio Tranchitella and the Debian Release Team'
 __version__ = '2.0'
@@ -1756,18 +1756,21 @@ class Britney(object):
                 adtpass = True
                 for status, adtsrc, adtver in autopkgtest.results(
                         e.name, e.ver[1]):
-                    public_url = "%s/%s-adt-%s/" % (
+                    public_url = "%s/%s-adt-%s/lastBuild" % (
                         jenkins_public, self.options.adt_series,
                         adtsrc.replace("+", "-"))
-                    private_url = "%s/%s-adt-%s/" % (
+                    private_url = "%s/%s-adt-%s/lastBuild" % (
                         jenkins_private, self.options.adt_series,
                         adtsrc.replace("+", "-"))
+                    adt_label = status
+                    if status in ADT_EXCUSES_LABELS:
+                        adt_label = ADT_EXCUSES_LABELS[status]
                     e.addhtml(
                         "autopkgtest for %s %s: %s (Jenkins: "
                         "<a href=\"%s\">public</a>, "
                         "<a href=\"%s\">private</a>)" %
-                        (adtsrc, adtver, status, public_url, private_url))
-                    if status != "PASS":
+                        (adtsrc, adtver, adt_label, public_url, private_url))
+                    if status not in ADT_PASS:
                         hints = self.hints.search(
                             'force-badtest', package=adtsrc)
                         hints.extend(