diff --git a/0001-intro/images/monitoring_meme.jpg b/0001-intro/images/monitoring_meme.jpg
new file mode 100644
index 0000000..30dae6e
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diff --git a/0001-intro/index.html b/0001-intro/index.html
index 7d7a445..6dbb9cb 100644
--- a/0001-intro/index.html
+++ b/0001-intro/index.html
@@ -88,7 +88,7 @@
               |
               <a href="https://grafana.com/" target="_blank">Grafana</a>
               <br/>
-              <img data-src="https://lh3.googleusercontent.com/proxy/8o4M-W2aPZ8sweBHCxXRbvmi3Er6Jg5MrWL2UIGzSjwkXpyvj2JGgRuQ-g44-A_PLE7Uch7qCt2nWnvsAmn5SnYjwp4Nw7Bv-StSuDPxUyEdMOboNpxYvCSLpifBEXTZtoNt2_jEjZ5h" height="300"></img>
+              <img data-src="./images/monitoring_meme.jpg" height="300"></img>
               Note:
               Collectd - small daemon which runs on servers to collect system metrics
               Influx - time series database
@@ -118,8 +118,9 @@
               </div>
               Note:
               Password Storage
+              Cross team password sharing not allowed
               Multiple applications using the same password
-              Password rotation on employee leaving
+              Password rotation on employee leaving mandated by GDPR / SoC2
               Lock state
               ---
               <div>
@@ -128,6 +129,7 @@
               </div>
               Note:
               CI, CD, Testing, Asset Compilation, Parallelize, Deploy
+              Every job is run inside a container
               ---
               <div>
                 <div><a href="https://openvpn.net/" target="_blank">OpenVPN</a></div>
@@ -142,6 +144,7 @@
               </div>
               Note:
               Important but not Urgent
+              SoC2 compliance mandates offsite backups
               Data backups are only good if you've tested them
               ---
               <div>
@@ -150,9 +153,10 @@
               </div>
               Note:
               This is an entire talk in itself
-              FreeBSD Jails, User namespaces, Containers, LXC, LXD, Docker, Containerd, Reproducibility
+              Brainchild of google. Google manages things internally, using a system called Borg. This is an open source version of the same
+              FreeBSD Jails, User namespaces, Containers, LXC, LXD, Docker, Containerd, Reproducibility, Isolation
               Control Theory, Control Loop Meachnism, Current State, Desired State
-              K8s - Self healing properties
+              K8s - Self healing properties, A/B testing, 0 downtime deploys
               ---
               <div>
                 <div><a href="https://aws.amazon.com/" target="_blank">AWS</a></div>
@@ -190,18 +194,16 @@
             <textarea data-template>
               Interests
               <br/>
-              <img data-src="https://lh3.googleusercontent.com/proxy/S_2ubPoOVr8hd8yKlc2OOFfI9ESSy4qA_q9a1YYzGLd4HA8EmPlMrUCnNpeykBnOs0C64aZ-U0Y3oZ59VqxuD6uLiSzkNEy2R2bUZeBcxrW9rGEkhzgakW56aGbAtV5EWAueCw" height="40"></img>
+              <img data-src="https://upload.wikimedia.org/wikipedia/commons/thumb/3/35/Tux.svg/1200px-Tux.svg.png" height="45"></img>
               <img data-src="https://upload.wikimedia.org/wikipedia/commons/thumb/a/a5/Archlinux-icon-crystal-64.svg/1024px-Archlinux-icon-crystal-64.svg.png" height="40"></img>
               <img data-src="https://upload.wikimedia.org/wikipedia/commons/thumb/9/9f/Vimlogo.svg/544px-Vimlogo.svg.png" height="40"></img>
               <img data-src="https://upload.wikimedia.org/wikipedia/commons/thumb/0/08/EmacsIcon.svg/1024px-EmacsIcon.svg.png" height="40"></img>
               <br/>
               <img data-src="https://www.docker.com/sites/default/files/d8/2019-07/Moby-logo.png" height="40"></img>
-              <img data-src="https://download.logo.wine/logo/Kubernetes/Kubernetes-Logo.wine.png" height="40"></img>
-              <img data-src="https://lh3.googleusercontent.com/proxy/8Uj19-o2BmZ8FG-Jda2PP5BRAZSzbbbmM1qyjJ9edmQfGDr6A5zN4JZUefqc9FqR0pVpTDVS5cs7D6sD1KlJtyDXXC0_i1dcJACSO4nFiWALf1Iablh2pD9gMeE7en7aTxrQBJksfr3QDA" height="40"></img>
+              <img data-src="https://upload.wikimedia.org/wikipedia/commons/thumb/c/c3/Python-logo-notext.svg/768px-Python-logo-notext.svg.png" height="40"></img>
+              <img data-src="https://download.logo.wine/logo/Kubernetes/Kubernetes-Logo.wine.png" height="60"></img>
               <img data-src="https://upload.wikimedia.org/wikipedia/commons/thumb/9/95/Vue.js_Logo_2.svg/555px-Vue.js_Logo_2.svg.png" height="40"></img>
-              <img data-src="https://upload.wikimedia.org/wikipedia/commons/thumb/a/af/Lichess_Logo.svg/1200px-Lichess_Logo.svg.png" height="40"></img>
-              <img data-src="" height="40"></img>
-              <img data-src="" height="40"></img>
+              <img data-src="https://upload.wikimedia.org/wikipedia/commons/thumb/a/af/Lichess_Logo.svg/1200px-Lichess_Logo.svg.png" height="50"></img>
             </textarea>
           </section>
         </section>