diff --git a/content/200-concepts/100-components/02-prisma-client/050-filtering-and-sorting.mdx b/content/200-concepts/100-components/02-prisma-client/050-filtering-and-sorting.mdx
index f800668b11..f12dd4371a 100644
--- a/content/200-concepts/100-components/02-prisma-client/050-filtering-and-sorting.mdx
+++ b/content/200-concepts/100-components/02-prisma-client/050-filtering-and-sorting.mdx
@@ -267,7 +267,7 @@ The above query will match any user whose name starts with a character followed
 const users = await prisma.user.findMany({
   where: {
     name: {
-      startsWith: '\_benny', // note that the `_` character is escaped
+      startsWith: '\\_benny', // note that the `_` character is escaped, preceding `\` with `\` when included in a string
     },
   },
 })
diff --git a/content/300-guides/050-database/880-supabase.mdx b/content/300-guides/050-database/880-supabase.mdx
index 870b4a5126..75a6b5a0c0 100644
--- a/content/300-guides/050-database/880-supabase.mdx
+++ b/content/300-guides/050-database/880-supabase.mdx
@@ -35,14 +35,14 @@ need to add `pgbouncer=true` to the end of the `DATABASE_URL` environment variab
 
 ```env file=.env
 # Connect to Supabase with PgBouncer.
-DATABASE_URL="postgres://postgres:__PASSWORD__@db.__YOUR_SUPABASE_PROJECT__.supabase.co:6543/postgres?pgbouncer=true"
+DATABASE_URL="postgres://postgres.__YOUR_SUPABASE_PROJECT__:__PASSWORD__@aws-0-eu-central-1.pooler.supabase.com:6543/postgres?pgbouncer=true"
 ```
 
 If you would like to use the Prisma CLI in order to perform other actions on your database (e.g. migrations) you will need to add a `DIRECT_URL` environment variable to use in the `datasource.directUrl` property so that the CLI can bypass PgBouncer:
 
 ```env file=.env highlight=4-5;add
 # Connect to Supabase with PgBouncer.
-DATABASE_URL="postgres://postgres:__PASSWORD__@db.__YOUR_SUPABASE_PROJECT__.supabase.co:6543/postgres?pgbouncer=true"
+DATABASE_URL="postgres://postgres.__YOUR_SUPABASE_PROJECT__:__PASSWORD__@aws-0-eu-central-1.pooler.supabase.com:6543/postgres?pgbouncer=true"
 
 # Direct connection to the database. Used for migrations.
 DIRECT_URL="postgres://postgres:__PASSWORD__@db.__YOUR SUPABASE_PROJECT__.supabase.co:5432/postgres"