diff --git a/berlin-scraper/app/Main.hs b/berlin-scraper/app/Main.hs
index 39a1018..6ee06dc 100644
--- a/berlin-scraper/app/Main.hs
+++ b/berlin-scraper/app/Main.hs
@@ -11,6 +11,7 @@ import Control.Exception
 import Control.Lens (view, (&), (.~))
 import Control.Monad (when)
 import Control.Monad.IO.Class
+import Control.Monad.Trans.Class (lift)
 import Data.Aeson hiding (Options)
 import Data.Aeson qualified as Aeson
 import Data.ByteString.Lazy qualified as LBS
@@ -50,7 +51,7 @@ main = withOpenSSL $ do
     liftIO $
       startBot (traceBotDefault $ botApp env) clientEnv >>= \case
         Left err -> do
-          info env "main" $ "Bot failed with: " <> fromString (show err)
+          runKatipContextT env.logEnv () "main" $ info $ "Bot failed with: " <> fromString (show err)
           exitFailure
         _ -> pure ()
 
@@ -221,7 +222,7 @@ action update _ = do
 handler :: Env -> Action -> Model -> Eff Action Model
 handler env (StartChat chat) model =
   model <# do
-    info env "telegram.handler" $ "Chat started! " <> fromString (ppAsJSON chat)
+    runKatipContextT env.logEnv () "telegram.handler" $ info $ "Chat started! " <> fromString (ppAsJSON chat)
 
 scrapeJob :: Env -> BotJob Model Action
 scrapeJob env =
@@ -232,27 +233,37 @@ scrapeJob env =
         scrapeJobTask env m NoWBS
     }
 
+wbsText :: WBS -> Text
+wbsText WBS = "WBS"
+wbsText NoWBS = "NoWBS"
+
 scrapeJobTask :: Env -> Model -> WBS -> Eff Action Model
 scrapeJobTask env m wbs =
-  m <# do
-    info env "scrapeJobTask" "Starting scrape job"
-    res <- liftIO $ queryIBW env.wreqOpts wbs
-    let offers = fromJust $ scrapeStringLike res.searchresults scrapeOffers
-    info env "scrapeJobTask" "Fetched offers"
-    mapM_
-      ( \offer -> do
-          isNewOffer <- liftIO $ saveOffer env.dbConn wbs offer
-          when isNewOffer $ do
-            info env "scrapeJobTask" "Found a new offer"
-            notify env wbs offer
+  m
+    <# runKatipContextT
+      env.logEnv
+      (sl "wbs" (wbsText wbs))
+      "scrapeJobTask"
+      ( do
+          info "Starting scrape job"
+          res <- liftIO $ queryIBW env.wreqOpts wbs
+          let offers = fromJust $ scrapeStringLike res.searchresults scrapeOffers
+          info "Fetched offers"
+          mapM_
+            ( \offer -> do
+                isNewOffer <- liftIO $ saveOffer env.dbConn wbs offer
+                when isNewOffer $ do
+                  info "Found a new offer"
+                  katipAddNamespace "notify" $ notify wbs offer
+            )
+            offers
       )
-      offers
 
-info :: (MonadIO m) => Env -> Namespace -> LogStr -> m ()
-info env ns l = liftIO $ runKatipT env.logEnv $ logMsg ns InfoS l
+info :: (Katip m) => LogStr -> m ()
+info = logMsg mempty InfoS
 
-notify :: Env -> WBS -> Offer -> BotM ()
-notify env wbs offer = do
+notify :: WBS -> Offer -> KatipContextT BotM ()
+notify wbs offer = do
   let offerTitle = "<b><u>" <> offer.title <> "</u></b>"
       offerAddress = "<b>Address:</b> " <> fromMaybe "N/A" offer.address
       offerRooms = "<b>Rooms:</b> " <> maybe "N/A" (Text.pack . show) offer.rooms
@@ -267,13 +278,13 @@ notify env wbs offer = do
       msgReq = case wbs of
         WBS -> sendMsgReq3
         NoWBS -> sendMsgReq4
-  sendMessageWithLogs env offer msgReq
+  sendMessageWithLogs offer msgReq
 
-sendMessageWithLogs :: Env -> Offer -> SendMessageRequest -> BotM ()
-sendMessageWithLogs env offer sendMsgReq = do
-  res <- runTG sendMsgReq
+sendMessageWithLogs :: Offer -> SendMessageRequest -> KatipContextT BotM ()
+sendMessageWithLogs offer sendMsgReq = do
+  res <- lift $ runTG sendMsgReq
   if res.responseOk
-    then info env "notify" "Notified successfully"
+    then info "Notified successfully"
     else do
-      info env "notify" $ "Failed to notify the offer: " <> fromString (show offer)
-      info env "notify" $ "Response: " <> fromString (Text.unpack $ Text.decodeUtf8 (LBS.toStrict $ Aeson.encode res))
+      info $ "Failed to notify the offer: " <> fromString (show offer)
+      info $ "Response: " <> fromString (Text.unpack $ Text.decodeUtf8 (LBS.toStrict $ Aeson.encode res))
diff --git a/berlin-scraper/berlin-scraper.cabal b/berlin-scraper/berlin-scraper.cabal
index d7e0dd7..553b2d1 100644
--- a/berlin-scraper/berlin-scraper.cabal
+++ b/berlin-scraper/berlin-scraper.cabal
@@ -29,6 +29,7 @@ executable berlin-scraper
                     , http-client-openssl
                     , bytestring
                     , katip
+                    , transformers
     hs-source-dirs:   app
     default-language: GHC2021
     ghc-options:    -threaded -with-rtsopts=-N
diff --git a/berlin-scraper/default.nix b/berlin-scraper/default.nix
index 58fc72b..7096dae 100644
--- a/berlin-scraper/default.nix
+++ b/berlin-scraper/default.nix
@@ -1,6 +1,7 @@
 { mkDerivation, aeson, base, bytestring, http-client-openssl, katip
 , lens, lib, optparse-generic, scalpel, servant-client
-, sqlite-simple, telegram-bot-api, telegram-bot-simple, text, wreq
+, sqlite-simple, telegram-bot-api, telegram-bot-simple, text
+, transformers, wreq
 }:
 mkDerivation {
   pname = "berlin-scraper";
@@ -11,7 +12,7 @@ mkDerivation {
   executableHaskellDepends = [
     aeson base bytestring http-client-openssl katip lens
     optparse-generic scalpel servant-client sqlite-simple
-    telegram-bot-api telegram-bot-simple text wreq
+    telegram-bot-api telegram-bot-simple text transformers wreq
   ];
   license = lib.licenses.agpl3Plus;
   mainProgram = "berlin-scraper";