diff --git a/prophet/app.py b/prophet/app.py
index 9ec67f0..b8d568d 100644
--- a/prophet/app.py
+++ b/prophet/app.py
@@ -19,7 +19,6 @@ BEE_FEED = "https://babylonbee.com/feed"
 BEE_FEED_TEST = "test/resources/feed_short.atom"  # NOTE: Switch out when done testing
 
 REFRESH_PERIOD = 3600  # between fetching articles, in seconds
-NUM_ARTICLES_TO_KEEP = 50
 
 llm: GroqClient = GroqClient()
 repo: IImprovementRepo = ImprovementSupaRepo()
@@ -108,18 +107,6 @@ def improve_summary(original_title: str, new_title: str, original_summary: str):
 @repeat_every(seconds=REFRESH_PERIOD)
 async def refresh_articles():
     _ = await fetch_update()
-    truncate_to(NUM_ARTICLES_TO_KEEP)
-
-
-def truncate_to(max_num: int = 50):
-    all = repo.get_all()
-    if len(all) > max_num:
-        to_delete = all[max_num:]
-        to_delete_ids = [a.id for a in to_delete]
-        try:
-            _ = repo.remove_all(to_delete_ids)
-        except ValueError:
-            print(f"Error deleting articles with IDs: {id}")
 
 
 @app.get("/update")
@@ -141,12 +128,11 @@ def start() -> None:
 if __name__ == "__main__":
     # start()
 
-    ## ADD MANUALLY
     # adding = keep_only_new_originals(grab_latest_originals())
     # improved = improve_originals(adding)
     # save_new_improvements(improved)
 
-    ## SHOW ALL
+    # migrate to newer version
     improved = repo.get_all()
     for imp in improved:
         imp.original.__post_init__()
@@ -158,7 +144,4 @@ if __name__ == "__main__":
         print(f"Summary: {imp.summary}")
 
         print("-" * 50)
-    # repo.add_all(improved)
-
-    ## DELETE TOO_MANY
-    # truncate_to(48)
+    repo.add_all(improved)
diff --git a/prophet/domain/improvement_repo.py b/prophet/domain/improvement_repo.py
index 14b750c..7081e34 100644
--- a/prophet/domain/improvement_repo.py
+++ b/prophet/domain/improvement_repo.py
@@ -19,11 +19,3 @@ class IImprovementRepo(Protocol):
 
     def get_all(self) -> list[Improvement]:
         raise NotImplementedError
-
-    def remove(self, id: str) -> Improvement:
-        """Returns single deleted improvement"""
-        raise NotImplementedError
-
-    def remove_all(self, ids: list[str]) -> list[Improvement]:
-        """Returns list of deleted improvements"""
-        raise NotImplementedError
diff --git a/prophet/infra/improvement_supa_repo.py b/prophet/infra/improvement_supa_repo.py
index 18f691e..1292e9a 100644
--- a/prophet/infra/improvement_supa_repo.py
+++ b/prophet/infra/improvement_supa_repo.py
@@ -1,6 +1,7 @@
-from datetime import datetime, timezone
+from datetime import timezone
 from typing import override
 
+from gotrue import datetime
 from supabase import Client
 
 from prophet.config import SupaConfig
@@ -58,28 +59,6 @@ class ImprovementSupaRepo(IImprovementRepo):
             .data
         ]
 
-    @override
-    def remove(self, id: str) -> Improvement:
-        resp = (
-            self.client.table(self.config.TABLE).delete().eq("uuid", id).execute().data
-        )
-        if not resp:
-            raise ValueError
-        return self._from_tbl_row(resp[0])
-
-    @override
-    def remove_all(self, ids: list[str]) -> list[Improvement]:
-        resp = (
-            self.client.table(self.config.TABLE)
-            .delete()
-            .in_("uuid", ids)
-            .execute()
-            .data
-        )
-        if not resp:
-            raise ValueError
-        return [self._from_tbl_row(item) for item in resp]
-
     def _to_tbl_row(self, imp: Improvement) -> dict[str, str | int]:
         return {
             "uuid": imp.id,