diff --git a/transcripts/485-secure-coding-for-python-with-shehackspurple.txt b/transcripts/485-secure-coding-for-python-with-shehackspurple.txt
index 0620ef47..5a6f4f25 100644
--- a/transcripts/485-secure-coding-for-python-with-shehackspurple.txt
+++ b/transcripts/485-secure-coding-for-python-with-shehackspurple.txt
@@ -1,6 +1,6 @@
 00:00:00 What do developers need to know about AppSec and building secure software?
 
-00:00:03 We have Tanya Janka, aka SheHacksPurple, on the show to tell us all about it.
+00:00:03 We have Tanya Janca, aka SheHacksPurple, on the show to tell us all about it.
 
 00:00:09 We talk about what developers should expect from threat modeling sessions,
 
@@ -28,15 +28,15 @@
 
 00:00:57 Subscribe to our YouTube channel over at talkpython.fm/youtube and get notified about upcoming shows.
 
-00:01:04 This episode is sponsored by PositConnect from the makers of Shiny.
+00:01:04 This episode is sponsored by Posit Connect from the makers of Shiny.
 
 00:01:08 Publish, share, and deploy all of your data projects that you're creating using Python.
 
 00:01:13 Streamlit, Dash, Shiny, Bokeh, FastAPI, Flask, Quarto, Reports, Dashboards, and APIs.
 
-00:01:19 PositConnect supports all of them.
+00:01:19 Posit Connect supports all of them.
 
-00:01:22 Try PositConnect for free by going to talkpython.fm/Posit.
+00:01:22 Try Posit Connect for free by going to talkpython.fm/Posit.
 
 00:01:27 P-O-S-I-T.
 
@@ -128,7 +128,7 @@
 
 00:03:33 Hacks is interesting.
 
-00:03:36 And Canada.
+00:03:36 And Tanya.
 
 00:03:36 Tell us about yourself.
 
@@ -344,7 +344,7 @@
 
 00:07:55 modeling and what are some of the takeaways?
 
-00:07:57 Obviously our audience here is largely Python developers, data scientists, and a ginormous assorted
+00:07:57 Obviously our audience here is largely Python developers, data scientists, and a enormous assorted
 
 00:08:05 other that sort of orbits around those spaces.
 
@@ -776,7 +776,7 @@
 
 00:20:07 And I was like, yeah, but they're right and we're wrong this time.
 
-00:20:11 Because sometimes the security team's being so completely unflexible.
+00:20:11 Because sometimes the security team's being so completely inflexible.
 
 00:20:16 And I'm like, listen, this is like a minute risk if you really think about it.
 
@@ -2780,3 +2780,5 @@
 
 01:09:06 I really appreciate it.
 
+01:09:20 I'll see you next time.
+