diff --git a/.gitignore b/.gitignore
index 2f012fc..09689e5 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,7 @@
+# Log Files
+interaction/last_seen.txt
+posting/post_log.txt
+
 # ---> VSCode
 .vscode/
 
diff --git a/interaction/Dockerfile b/interaction/Dockerfile
index 3e8d9b1..e4cbca8 100644
--- a/interaction/Dockerfile
+++ b/interaction/Dockerfile
@@ -1,6 +1,6 @@
 FROM python:slim
 COPY . /usr/src/app
 WORKDIR /usr/src/app
-RUN pip install --upgrade pip
-RUN pip install -r requirements.txt
+RUN pip install --upgrade pip && pip install -r requirements.txt && \
+    apt-get autoremove -y
 CMD python3 -u ./script.py
\ No newline at end of file
diff --git a/interaction/last_seen.txt b/interaction/last_seen.txt
deleted file mode 100644
index 788201e..0000000
--- a/interaction/last_seen.txt
+++ /dev/null
@@ -1 +0,0 @@
-1368349440298409985
\ No newline at end of file
diff --git a/interaction/script.py b/interaction/script.py
index 03156d0..23496ce 100644
--- a/interaction/script.py
+++ b/interaction/script.py
@@ -14,7 +14,10 @@ auth = tweepy.OAuthHandler(os.getenv('API_TOKEN'), os.getenv('API_KEY_SECRET'),
 auth.set_access_token(os.getenv('ACCESS_TOKEN'), os.getenv('ACCESS_TOKEN_SECRET'))
 
 api = tweepy.API(auth)
-lastSeenFile = '/usr/src/app/last_seen.txt'
+lastSeenFile = 'last_seen.txt'
+if not os.path.isfile(lastSeenFile):
+    with open(lastSeenFile, 'w+') as fileWrite:
+        fileWrite.write(str(0))
 
 def getLastSeen(filename):
     with open(filename, 'r') as fileRead:
@@ -41,10 +44,11 @@ def interactions():
         if re.search('what is.*if not.*persevering',tweet.text.lower()):
             if not tweet.text.lower().startswith('rt') and tweet.user != api.me():
                 print(f'Tweet {tweet.text} by @{tweet.author.screen_name}', flush = True)
-                if not tweet.favorited:
+                t = api.get_status(tweet.id)
+                if not t.favorited:
                     print('Not favourited.')
                     api.create_favorite(tweet.id)
-                if not tweet.retweeted:
+                if not t.retweeted:
                     print('Not retweeted.')
                     api.retweet(tweet.id)
         storeLastSeen(lastSeenFile, tweet.id)
diff --git a/posting/Dockerfile b/posting/Dockerfile
index 0755b3e..941f7ca 100644
--- a/posting/Dockerfile
+++ b/posting/Dockerfile
@@ -1,7 +1,7 @@
 FROM python:slim
 COPY . /usr/src/app
 WORKDIR /usr/src/app
-RUN pip install --upgrade pip
-RUN pip install -r requirements.txt
-RUN python -m nltk.downloader all
+RUN pip install --upgrade pip && pip install -r requirements.txt && \
+    apt-get autoremove -y
+RUN python -m nltk.downloader wordnet
 CMD python3 -u ./script.py
\ No newline at end of file
diff --git a/posting/post_log.txt b/posting/post_log.txt
deleted file mode 100644
index 01a8142..0000000
--- a/posting/post_log.txt
+++ /dev/null
@@ -1 +0,0 @@
-2021-03-19-00:28:14: What is artificial intelligence, if not mucopolysaccharidosis persevering?
diff --git a/posting/script.py b/posting/script.py
index f0c9715..9ff3858 100644
--- a/posting/script.py
+++ b/posting/script.py
@@ -17,7 +17,7 @@ auth.set_access_token(os.getenv('ACCESS_TOKEN'), os.getenv('ACCESS_TOKEN_SECRET'
 api = tweepy.API(auth)
 
 def generate_words():
-    syllables = random.randint(1,sum(1 for file in os.listdir('/usr/src/app/lists')))
+    syllables = random.randint(1,sum(1 for file in os.listdir('lists')))
     w1 = get_word(syllables)
     w2 = get_word(syllables)
     w1_synset = wn.synsets(w1.replace(' ', '_'))[0]
@@ -31,7 +31,7 @@ def generate_words():
 
 def get_word(syl):
     fileName = f'{syl}_syllable.txt'
-    with open(f'/usr/src/app/lists/{fileName}', 'r') as wordList:
+    with open(f'lists/{fileName}', 'r') as wordList:
         l = sum(1 for line in wordList) - 1
         c = random.randint(0,l)
         wordList.seek(0)
@@ -49,7 +49,7 @@ def posting():
     output = f'What is {words[0]} if not {words[1]} persevering?'
     print(output)
     api.update_status(output)
-    with open('/usr/src/app/post_log.txt', 'a') as logFile:
+    with open('post_log.txt', 'a+') as logFile:
         logFile.write(f'{datetime.now().strftime("%Y-%m-%d-%X")}: {output}\n')
 
 now = datetime.now()