diff --git a/apps/www/_blog/2023-04-14-dbdev.mdx b/apps/www/_blog/2023-04-14-dbdev.mdx
index c6a0052ca92..e408a29a02b 100644
--- a/apps/www/_blog/2023-04-14-dbdev.mdx
+++ b/apps/www/_blog/2023-04-14-dbdev.mdx
@@ -227,7 +227,7 @@ There are several procedural languages (PL) that can be embedded in PostgreSQL a
 
 A [Trusted Language Extension (TLE)](https://github.com/aws/pg_tle) is a [PostgreSQL extension](https://www.postgresql.org/docs/current/extend-extensions.html), written exclusively using trusted languages. In some ways that make them less flexible than classic extensions, which can have C language components (more on that in a second). The advantage to TLEs is that they do not require direct access to the PostgreSQL server’s file system to install. That enables TLEs to be installed by end-users rather than by database administrators or hosting providers. TLEs are the enabling technology that allows a package manager like `dbdev` to function on hosted PostgreSQL platforms like Supabase. 
 
-For a more in-depth explanation of Trusted Language Extensions checkout our [pg_tle blog post](https://supabase.com/blog/pg-tle) or dive in at [github.com/aws/pg_tle](https://github.com/aws/pg_tle).
+For a more in-depth explanation of Trusted Language Extensions checkout  [AWS's pg_tle on Supabase blog post](https://aws.amazon.com/blogs/opensource/supabase-makes-extensions-easier-for-developers-with-trusted-language-extensions-for-postgresql/) or dive into the code at [github.com/aws/pg_tle](https://github.com/aws/pg_tle).
 
 A recent development in the PostgreSQL extension ecosystem is the 1.0 release of a new trusted language, [`pl/rust`](https://github.com/tcdi/plrust), allowing users to define SQL functions written in Rust. As a compiled language, `pl/rust` functions can execute an order of magnitude faster than `pl/pgSQL` for computationally heavy workloads. That closes the biggest capability gap between native extensions with C components and TLEs. `pl/rust` hasn’t released to Supabase yet, but we’re excited about rolling it out in the coming weeks.