diff --git a/README.md b/README.md
index f9be39f..38a0fda 100644
--- a/README.md
+++ b/README.md
@@ -33,7 +33,7 @@ anywhere! A successor to [`sqlite-vss`](https://github.com/asg017/sqlite-vss)
 <a href="https://hacks.mozilla.org/2024/06/sponsoring-sqlite-vec-to-enable-more-powerful-local-ai-applications/">Mozilla Builders project</a>,
 with additional sponsorship from
 <a href="https://fly.io/"><img width=14px src="./.github/logos/flyio.small.ico"/> Fly.io </a>,
-<a href="https://turso.tech/"><img width=14px src="./.github/logos/turso.small.ico"/> Turso</a>, and
+<a href="https://tur.so/sqlite-vec"><img width=14px src="./.github/logos/turso.small.ico"/> Turso</a>, and
 <a href="https://sqlitecloud.io/"><img width=14px src="./.github/logos/sqlitecloud.small.svg"/> SQLite Cloud</a>.
 See <a href="#sponsors">the Sponsors section</a> for more details.
 </i>
@@ -117,7 +117,7 @@ is the main sponsor through the new Builders project.
 </picture>
 </a>
 
-<a href="https://turso.tech/">
+<a href="https://tur.so/sqlite-vec">
 <picture>
   <source media="(prefers-color-scheme: dark)" srcset="./.github/logos/turso.svg">
   <source media="(prefers-color-scheme: light)" srcset="./.github/logos/turso.svg">
diff --git a/site/using/go.md b/site/using/go.md
index 84d794f..aced7f2 100644
--- a/site/using/go.md
+++ b/site/using/go.md
@@ -107,7 +107,10 @@ If vectors are provided as a list of floats, use `SerializeFloat32(list)` to ser
 values := []float32{0.1, 0.1, 0.1, 0.1}
 v, err := sqlite_vec.SerializeFloat32(values)
 if err != nil {
-  log.Fatal(err)
+	log.Fatal(err)
+}
+_, err = db.Exec("INSERT INTO vec_items(rowid, embedding) VALUES (?, ?)", id, v)
+if err != nil {
+	log.Fatal(err)
 }
-stmt.BindInt(1, id)
 ```
diff --git a/sqlite-vec.c b/sqlite-vec.c
index 4067731..daf13ad 100644
--- a/sqlite-vec.c
+++ b/sqlite-vec.c
@@ -2074,7 +2074,7 @@ int parse_vector_column(const char *source, int source_length,
   // any other tokens left should be column-level options , ex `key=value`
   // ex `distance_metric=L2 distance_metric=cosine` should error
   while (1) {
-    // should be EOF or identifer (option key)
+    // should be EOF or identifier (option key)
     rc = vec0_scanner_next(&scanner, &token);
     if (rc == VEC0_TOKEN_RESULT_EOF) {
       break;
@@ -2099,7 +2099,7 @@ int parse_vector_column(const char *source, int source_length,
         return SQLITE_ERROR;
       }
 
-      // distance_metric value, an identifer (L2, cosine, etc)
+      // distance_metric value, an identifier (L2, cosine, etc)
       rc = vec0_scanner_next(&scanner, &token);
       if (rc != VEC0_TOKEN_RESULT_SOME &&
           token.token_type != TOKEN_TYPE_IDENTIFIER) {