diff --git a/examples/.gitignore b/examples/.gitignore
new file mode 100644
index 0000000..a295864
--- /dev/null
+++ b/examples/.gitignore
@@ -0,0 +1,2 @@
+*.pyc
+__pycache__
diff --git a/examples/check_sec_updates.py b/examples/check_sec_updates.py
new file mode 100755
index 0000000..73894ad
--- /dev/null
+++ b/examples/check_sec_updates.py
@@ -0,0 +1,248 @@
+#!/usr/bin/python
+
+from sys import stdin, stdout, exit
+from sys import path as syspath
+from os.path import dirname, abspath
+from os.path import join as pathjoin
+curdir = dirname(abspath(__file__))
+topdir = abspath(pathjoin(curdir, '..'))
+syspath.append(curdir)
+syspath.append(topdir)
+from rhsda import ApiClient
+from re import match as rematch
+from pprint import pprint
+from datetime import datetime
+from sqlalchemy import Column, String, Integer
+from sqlalchemy.ext.declarative import declarative_base
+from sqlalchemy import create_engine
+from sqlalchemy.orm import sessionmaker
+from pickle import dumps as pickle_dump
+from pickle import loads as pickle_load
+from json import dumps as json_dump
+from json import loads as json_load
+import logging
+from logging import debug, info, warning, critical
+from rpmUtils.miscutils import splitFilename, compareEVR
+
+exitvals = {
+    'OK': 0,
+    'WARNING': 1,
+    'CRITICAL': 2,
+    'UNKNOWN': 3,
+}
+
+tmppath = '/var/tmp'
+
+#logging.basicConfig(format = '%(message)s', level=logging.DEBUG)
+logging.basicConfig(format = '%(message)s', level=logging.WARNING)
+
+engine = create_engine('sqlite:///%s/updates_cache.db' % tmppath)
+Base = declarative_base()
+Session = sessionmaker(bind=engine)
+
+class CVE_cache(Base):
+    """
+    Define our CVE cache table
+    name = RPM package name
+    date = the date we queried CVEs for
+    product = the product name we used to query the API
+    data = The serialized data we got from the API
+    """
+
+    __tablename__ = 'cvecache'
+
+    id = Column(Integer, primary_key=True)
+    name = Column(String)
+    date = Column(String) # TODO: Well, not good, but for the moment...
+    product = Column(String)
+    data = Column(String)
+
+
+    def __repr__(self):
+        return "<CVE_cache(name='%s', date>='%s', product='%s')>" % (
+                self.name,
+                self.date,
+                self.product,
+        )
+
+
+def main(input = stdin, quiet = False):
+    try:
+        installed_packages = dict()
+        os_maj_version = None
+        os_min_version = None
+        os_name = None
+        api = ApiClient(logLevel='error')
+
+        session = Session()
+
+        severity = 'low'
+        output_text = ''
+        issues = 0
+
+        try:
+            Base.metadata.create_all(engine)
+        except Exception as e:
+            debug('Exception: %s' % e)
+            pass
+
+        # Iterate of the lines from stdin
+        for line in input:
+            # Ignore lines that are commented out or empty lines
+            if line.startswith('#'): continue
+            if rematch(r"""^\s+$""", line): continue
+            
+            (buildtime, name, version, release) = line.rstrip().split(' ')
+
+            # Ignore public gpg keys
+            if name == 'gpg-pubkey': continue
+
+            # Check if it's the OS release package (redhat-release, centos-release,
+            # fedora-release [note: not supported!]
+            re_result = rematch(r"""^(fedora|redhat|centos)-release.*""", name)
+            if re_result:
+                os_name = re_result.group(1)
+                if os_name == 'fedora':
+                    print('Fedora is not supported yet')
+                    exit(0)
+                re_result = rematch(r"""^(\d+).*""", version)
+                os_maj_version = re_result.group(1)
+
+            # Figure out which package is the latest and skip packages with the same
+            # NVR, but different arch
+            if name in installed_packages:
+                if version == installed_packages[name]['version'] and \
+                   release == installed_packages[name]['release']:
+                    # Skip. It's most probably the same package, but different
+                    # arch. Eg. i686/x86_64 on x64 systems
+                    continue
+                if buildtime < installed_packages[name]['buildtime']:
+                    debug('%s-%s-%s (%s) is older than %s-%s-%s (%s)' % (
+                        name, version, release, buildtime,
+                        name,
+                        installed_packages[name]['version'],
+                        installed_packages[name]['release'],
+                        installed_packages[name]['buildtime'])
+                    )
+                    continue
+            installed_packages[name] = {
+                'buildtime': buildtime,
+                'version': version,
+                'release': release,
+            }
+
+        info('This is a: %s %s' % (os_name, os_maj_version))
+        for name in installed_packages:
+            search_date = datetime.fromtimestamp(
+                    float(installed_packages[name]['buildtime'])
+            ).strftime("%Y-%m-%d")
+
+            # Querying with minor release doesn't work (ATM?)
+            if os_min_version and 1 == 0:
+                product = "(linux %s.%s)" % (os_maj_version, os_min_version)
+            else:
+                product = "(linux %s)" % os_maj_version
+            debug('Query product: %s' % product)
+
+            # Check if we already have any information in the database
+            query = session.query(CVE_cache).filter_by(
+                name = name,
+                product = product,
+                date = search_date)
+
+            data = None
+            # Nothing in DB, query online
+            if not query.count() > 0:
+                data = api.find_cves(after = search_date,
+                                     package = name,
+                                     product = product)
+
+                new_data = []
+                for item in data:
+                    debug('Item: %s' % item)
+                    packages = []
+                    for pkg in item['affected_packages']:
+                        # TODO? We do not care about epoch ATM
+                        (pkg_name, pkg_version, pkg_release) = splitFilename(pkg)[0:3]
+
+                        if pkg_name == name:
+                            print('pkg: %s' % pkg_name)
+                            if compareEVR([0, pkg_version, pkg_release],
+                                    [0, installed_packages[name]['version'],
+                                        installed_packages[name]['release']]) > 0:
+                                packages.append(pkg)
+                        
+                    # If some package names match, add it.
+                    if packages:
+                        item['affected_packages'] = packages
+                        new_data.append(item)
+                data = new_data
+
+
+                # Debug output (found something or not...)
+                if data:
+                    debug('Issues for %s: %s' % (name, data))
+                else:
+                    debug('Nothing found for %s' % name)
+
+                # Whatever the result was, we cache it
+                dbobj = CVE_cache(name = name, product = product, date = search_date, data = pickle_dump(data))
+                session.add(dbobj)
+                session.commit()
+
+            # Found data in DB, unpickle
+            else:
+                data = pickle_load(query.one().data)
+                if data:
+                    debug('(Cached) issues for %s: %s' % (name, data))
+                else:
+                    debug('(Cached) Nothing found for %s' % name)
+
+            # We have data, either fresh from the API (web) or from the
+            # database
+            if data:
+                output_text += '%s has security issues:\n' % name
+                for issue in data:
+                    output_text += '  * %s (%s)\n    - %s\n' % (
+                        issue['bugzilla_description'].rstrip().lstrip(), issue['severity'], issue['resource_url'])
+                    if issue['severity'] == 'moderate' and severity != 'important':
+                        severity = 'moderate'
+                    elif issue['severity'] == 'important' and severity != 'important':
+                        severity = 'important'
+
+                issues += 1
+
+        session.close()
+        level = 'OK'
+        if output_text:
+            if severity == 'important' or severity == 'moderate':
+                level = 'CRITICAL'
+            elif severity == 'low':
+                level = 'WARNING'
+            if not quiet:
+                print('%s: %i security issues found in %i packages (highest severity: %s)' % (level, issues, len(installed_packages), severity))
+                print(output_text)
+            exit(exitvals[level])
+
+    except KeyboardInterrupt as e:
+        stdout.flush()
+        if not quiet:
+            print('UNKNOWN: %s' % e)
+        exit(exitvals['UNKNOWN'])
+    except Exception as e:
+        stdout.flush()
+        if not quiet:
+            print('UNKNOWN: %s' % e)
+        exit(exitvals['UNKNOWN'])
+
+    if not quiet:
+        print('OK: Obviously, no issues were found')
+    exit(exitvals['OK'])
+
+if __name__ == '__main__':
+    """
+    Simple example script for rhsda, showing how to find CVEs that apply to
+    your packages. Generate the list with:
+      rpm -qa --qf '%{buildtime} %{name} %{version} %{release}\n'
+    """
+    main()
diff --git a/examples/test.py b/examples/test.py
new file mode 100644
index 0000000..2fc1cb9
--- /dev/null
+++ b/examples/test.py
@@ -0,0 +1,53 @@
+import unittest
+import check_sec_updates
+from StringIO import StringIO
+
+class TestExitCodes(unittest.TestCase):
+
+    def test_ok(self):
+        s = StringIO(
+"""
+1488124984 redhat-release-server 6Server 6.9.0.4.el6
+1258685031 bc 1.06.95 1.el6
+1276766929 gstreamer 0.10.29 1.el6
+""")
+        with self.assertRaises(SystemExit) as cm:
+            check_sec_updates.main(input = s, quiet = True)
+        self.assertEqual(cm.exception.code, 0, 'Must exit with OK')
+
+    def test_warning(self):
+        s = StringIO(
+"""
+1176766929 redhat-release 5Server 5.9.0.5
+576766929 hypervkvpd 0 0.6
+""")
+        with self.assertRaises(SystemExit) as cm:
+            check_sec_updates.main(input = s, quiet = True)
+        self.assertEqual(cm.exception.code, 1, 'Must exit with WARNING (1)')
+
+    def test_critical(self):
+        s = StringIO(
+"""
+1488124984 redhat-release-server 6Server 6.9.0.4.el6
+# This one has an important CVE
+1425043132 pcre 7.8 7.el6
+""")
+        with self.assertRaises(SystemExit) as cm:
+            check_sec_updates.main(input = s, quiet = True)
+        self.assertEqual(cm.exception.code, 2, 'Must exit with CRITICAL (2)')
+
+    def test_unknown(self):
+        s = StringIO(
+"""
+1488124984 redhat-release-server 6Server 6.9.0.4.el6
+# This is a b0rken entry
+1425043132 pcre
+""")
+        with self.assertRaises(SystemExit) as cm:
+            check_sec_updates.main(input = s, quiet = True)
+        self.assertEqual(cm.exception.code, 3, 'Must exit with UNKNOWN (3)')
+
+
+
+if __name__ == '__main__':
+    unittest.main()