Correct the intern's name to Devon across all transcripts
Whisper transcribed the intern as "Devin" in 21 of 58 transcripts — he is Devon
everywhere else: backend/services/intern.py, the website, and the show's lore.
Five files used both spellings for the same character, so this was transcription
drift rather than two people. Context confirms every instance is the intern
("our new intern, Devin here", "Devin, where's my coffee?").
436 replacements across 22 files, 384 insertions against 384 deletions — pure
substitution, no content added or lost. Speaker labels went from 219 DEVIN: /
17 DEVON: to 236 DEVON:.
This mattered now because the transcripts stop being .txt files nobody reads and
become indexed text on 57 episode pages.
Root cause is unfixed: the Whisper initial prompt in transcription.py does not
seed "Devon" as a proper noun, so new episodes will drift again. Added a test
that fails if any transcript reintroduces the misspelling.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
This commit is contained in:
@@ -1,8 +1,8 @@
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LUKE: All right, ladies and gentlemen, welcome back. This is Luke, and you're listening to Luke at the Roost. It's the late night call-in radio show where you can give me a call about whatever's going on in your life, and I'll give you the very best advice that I can. Today is Monday, March 16th, it's about 1.30 a.m. And let's check in with Devin and see how he's doing today. Hey, Devin, good job on the coffee this morning, buddy. proud of you. You did a great thing there, and we're all very excited that you're going to get to stay on the radio show for another day. So congratulations, and what would you like to tell the radio listeners today?
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LUKE: All right, ladies and gentlemen, welcome back. This is Luke, and you're listening to Luke at the Roost. It's the late night call-in radio show where you can give me a call about whatever's going on in your life, and I'll give you the very best advice that I can. Today is Monday, March 16th, it's about 1.30 a.m. And let's check in with Devon and see how he's doing today. Hey, Devon, good job on the coffee this morning, buddy. proud of you. You did a great thing there, and we're all very excited that you're going to get to stay on the radio show for another day. So congratulations, and what would you like to tell the radio listeners today?
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DEVIN: Oh, thanks. I appreciate that. I guess I just say thanks for listening. I don't really know what to say. This is still pretty new for me, so if you have questions or want us to look something up or whatever, I'm here. I'm trying to make this show good. So, yeah, thanks for calling in and being part of it. That's all I got.
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DEVON: Oh, thanks. I appreciate that. I guess I just say thanks for listening. I don't really know what to say. This is still pretty new for me, so if you have questions or want us to look something up or whatever, I'm here. I'm trying to make this show good. So, yeah, thanks for calling in and being part of it. That's all I got.
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LUKE: All right, thanks, Devin. Well, we're trying to make the show good, so let's get to our callers here. This evening, first up, we've got Wendell. Wendell, welcome to the show. Where are you at tonight?
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LUKE: All right, thanks, Devon. Well, we're trying to make the show good, so let's get to our callers here. This evening, first up, we've got Wendell. Wendell, welcome to the show. Where are you at tonight?
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WENDELL: Hey, Luke. I'm in Deming. Just got off my shift at the warehouse, sitting here at my kitchen table with a beer. Appreciate you taking my call, man.
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@@ -30,21 +30,21 @@ LUKE: Okay, well, tell me about the girl. How into the girl are you?
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WENDELL: I mean, honestly, I liked her a lot. She's funny. She's into the same shows I watch. She makes these breakfast burritos that are incredible. We were having a good time. But now, every time I think about her, I'm thinking about that picture frame and Marcus telling me to drop it. Like, what does that even mean? Drop it.
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DEVIN: So I look this up and stalking behavior sometimes includes trying to get close to the target through family members or friends. Like, it's actually a documented tactic. The fact that she asked all those questions about your family early on and then it turns out she dated Marcus. That's not nothing. And if Marcus is telling you to drop it instead of explaining, that's actually pretty concerning, if that makes sense.
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DEVON: So I look this up and stalking behavior sometimes includes trying to get close to the target through family members or friends. Like, it's actually a documented tactic. The fact that she asked all those questions about your family early on and then it turns out she dated Marcus. That's not nothing. And if Marcus is telling you to drop it instead of explaining, that's actually pretty concerning, if that makes sense.
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LUKE: Yeah, it's a little bit concerning. It's a little bit weird. Your best course of action is probably to drop it and move on to another girl, unless you're really into her. I think you probably need a little more to go on than you like the same shows and you like her burritos.
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WENDELL: Yeah, but Luke, that's the thing. I can't drop it because I went back through my phone last night, and the first time she texted me, it was her who reached out first after we met. She asked for my number at the Sonic, said she thought I seemed interesting. I didn't think anything of it at the time, but now I'm wondering if she knew exactly who I was when she walked up to me.
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DEVIN: I looked it up, and the CDC lists approaching or showing up in places like the victim's home or workplace as an actual stalking tactic. The Deming flea market thing, if Marcus goes there regularly and she's suggesting it, that could be her trying to engineer a run-in with him. That's a recognized pattern, actually.
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DEVON: I looked it up, and the CDC lists approaching or showing up in places like the victim's home or workplace as an actual stalking tactic. The Deming flea market thing, if Marcus goes there regularly and she's suggesting it, that could be her trying to engineer a run-in with him. That's a recognized pattern, actually.
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LUKE: All right, well, it sounds like you got a stalker on your tail. I think it's a little bit weird. to talk to Marcus a little bit more and figure out what is going on there and what kind of crazy she is. It doesn't sound like she's into your relationship for you, though, so maybe you should just stop calling her back and let that one go.
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WENDELL: Yeah, you're right. I know you're right. I just, I keep thinking about how normal everything felt before I saw that picture. Like, what else did I miss?
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DEVIN: So, according to the CDC, stalking tactics. can include using intermediaries or approaching through family connections. The fact that she initiated contact, asked detailed family questions, and then Marcus is refusing to explain anything, those are all concerning patterns. Also, stalkers often researched their targets beforehand, so her knowing exactly who Wendell was at that Sonic isn't paranoia. So I found something. About 80% percent, percent of stalking cases actually involves someone the victim knows, not strangers. And one of the warning science experts list is when someone shows intense interest really early on, like asking detailed questions about your life and family before you've really gotten to know them. That's actually a documented red flag, if that makes sense.
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DEVON: So, according to the CDC, stalking tactics. can include using intermediaries or approaching through family connections. The fact that she initiated contact, asked detailed family questions, and then Marcus is refusing to explain anything, those are all concerning patterns. Also, stalkers often researched their targets beforehand, so her knowing exactly who Wendell was at that Sonic isn't paranoia. So I found something. About 80% percent, percent of stalking cases actually involves someone the victim knows, not strangers. And one of the warning science experts list is when someone shows intense interest really early on, like asking detailed questions about your life and family before you've really gotten to know them. That's actually a documented red flag, if that makes sense.
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LUKE: Okay, well, you've got it straight from Devin, and he seems to know that this chick is a stalker, and she's stalking your brother, and she's using you to get to him. So best to leave that chick alone. I find odd in this whole conversation is that the CDC is putting out the guidance for stalkers. Like, is stalking a disease? Or is being stalked a disease? That's strange that it's the CDC that is handling these reports.
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LUKE: Okay, well, you've got it straight from Devon, and he seems to know that this chick is a stalker, and she's stalking your brother, and she's using you to get to him. So best to leave that chick alone. I find odd in this whole conversation is that the CDC is putting out the guidance for stalkers. Like, is stalking a disease? Or is being stalked a disease? That's strange that it's the CDC that is handling these reports.
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WENDELL: Thanks, Luke. Appreciate it, man. I guess I needed to hear somebody else say it out loud.
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@@ -162,7 +162,7 @@ SHEILA: I didn't say it caused a problem between us. I said, he looked at me wai
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LUKE: Oh, all right. I guess I misunderstood. I thought when you initially called, you said that this was causing a problem between you and your husband. Maybe I got that wrong. Sorry. So the one thing I'm seeing here is that social anxiety research shows people sometimes pretend not to know someone because they're afraid of how the interaction will look to whoever's watching. It's not about the person they're pretending not to know. It's about managing how they appear to the witness. She might have been worried about how David would perceive her having a close friendship with the married guy, if that makes sense.
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SHEILA: Devin, I think you've got it all wrong. There is no close friendship with the marriage guy. Let me explain this to you, Devin, because obviously you're missing it. So Sheila and Monica were friends in high school. And in this interaction, Sheila is with her husband, David. David and Sheila and Sheila are married and Monica was there and pretended not to know Sheila, even though they've been hanging out for weeks and weeks at coffee shops and stuff. So they have an ongoing platonic friendship going on.
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SHEILA: Devon, I think you've got it all wrong. There is no close friendship with the marriage guy. Let me explain this to you, Devon, because obviously you're missing it. So Sheila and Monica were friends in high school. And in this interaction, Sheila is with her husband, David. David and Sheila and Sheila are married and Monica was there and pretended not to know Sheila, even though they've been hanging out for weeks and weeks at coffee shops and stuff. So they have an ongoing platonic friendship going on.
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LUKE: And you're very welcome. I hope that all works out for everybody involved. That Monica sounds like a strange, strange lady. Next up we've got Leon. Leon, welcome to the show. Hopefully you're more coherent than Sheila was. That spun me around.
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@@ -322,12 +322,12 @@ LUKE: Yeah, I'm hearing you, and you're saying that you lie all the time. And I'
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CALLER: You're right. I appreciate. I appreciate. Appreciate it, Luke. I'm going to tell her this week. Thanks for the talk.
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LUKE: Yeah, you're welcome. And cut it out with the lion, all right? It's, it's unseemly. It's ungentlemanly. And it's unnecessary. Devin, that's the end of another show. How are you feeling about this? You've been with us for three days now. You did a much better job today than your first couple of days. I'm proud of you, buddy. And you brought my coffee. And that was very good. This might be working out. What are your thoughts on the show? How do you think it went?
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LUKE: Yeah, you're welcome. And cut it out with the lion, all right? It's, it's unseemly. It's ungentlemanly. And it's unnecessary. Devon, that's the end of another show. How are you feeling about this? You've been with us for three days now. You did a much better job today than your first couple of days. I'm proud of you, buddy. And you brought my coffee. And that was very good. This might be working out. What are your thoughts on the show? How do you think it went?
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DEVIN: Thanks. That actually means a lot. I was really worried. I was screwing everything up the first couple days. I think today was solid. Like, the Monica and Sheila thing was interesting, and people seemed to actually care about calling in. I still messed up a couple times, but I'm getting better at knowing when to jump in and when to just let you handle it. And I have the local news stuff ready for tomorrow, so hopefully that helps keep things moving. I'm just trying to be useful, you know. This job is actually really important. to me. My mom keeps asking if I'm going to get fired. So it's nice to hear you say it might be working out. I'll keep the coffee coming.
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DEVON: Thanks. That actually means a lot. I was really worried. I was screwing everything up the first couple days. I think today was solid. Like, the Monica and Sheila thing was interesting, and people seemed to actually care about calling in. I still messed up a couple times, but I'm getting better at knowing when to jump in and when to just let you handle it. And I have the local news stuff ready for tomorrow, so hopefully that helps keep things moving. I'm just trying to be useful, you know. This job is actually really important. to me. My mom keeps asking if I'm going to get fired. So it's nice to hear you say it might be working out. I'll keep the coffee coming.
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LUKE: All right, you keep the coffee coming and we'll be okay. As soon as you stop bringing that coffee, though, I mean, I'm going to get an intern that can do it. So I'm proud of you. You're doing a good job. You're adding to the show and I like that. Do you have anything you'd like to say to the audience before we leave?
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DEVIN: Yeah, thanks for listening. And if you have stuff you want us to talk about tomorrow, or like weird situations you need help figuring out. Call in. That's what we're here for. I'll have the local news ready and Luke will do what he does. So yeah, thanks. Have a good night, I guess.
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DEVON: Yeah, thanks for listening. And if you have stuff you want us to talk about tomorrow, or like weird situations you need help figuring out. Call in. That's what we're here for. I'll have the local news ready and Luke will do what he does. So yeah, thanks. Have a good night, I guess.
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LUKE: That's right, ladies and gentlemen. I will do what I do. Thank you for tuning in to another Luke at the Roost. And you have yourself a wonderful week. Enjoy your Monday morning and we'll talk to you tomorrow. Bye bye.
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