The Bug That Put Every Search Result 20 Minutes Off

In the post on search I gave you the clean version: type a word, get every place it was said, tap to jump to that moment. That’s true now. But I made it sound smooth, and for a while it wasn’t. The search had a bug that wore me down — and tracking it down taught me one of the more useful lessons in this series. The symptom was maddening. You’d search a word, see a result, tap “play from here” — and the audio would start playing twenty minutes before the word you searched for. The search found the right thing. It just sent you to the wrong place in the recording. Sometimes by seconds, sometimes by twenty whole minutes. ...

June 23, 2026 · 6 min · VibePapa
A correction report: 390 hour-long episodes, with per-episode counts of words corrected against the source text

The AI Kept 'Fixing' Words That Were Already Right

In an earlier post I turned hundreds of hours of recorded Bible teaching into text. AI transcription is good, but not perfect — it mishears words, especially names and rare terms. So the obvious next step was to ask a smart language model to clean up the mistakes. These models have basically read the whole Bible, so I figured fixing a few scripture typos would be easy for them. It wasn’t. And the way it failed taught me something that goes well beyond transcripts — to anyone using AI to correct text against a trusted source. ...

June 22, 2026 · 6 min · VibePapa

The Time the AI Gave Me Five Different Answers

I save every prompt I type when I’m building something. I started doing it long before this blog, for a dull reason: I forget what I did, and the log helps me pick things back up. Going back through one of those logs recently, I found a session worth sharing. It’s closer to what building with AI actually feels like than a clean demo is. The demos show you the good moment. You describe what you want, and a working app appears. That does happen, and it’s real. But most of the work isn’t that. A lot of it is more like this: a task that looked easy, and an AI that got it wrong a few times before we sorted it out. ...

June 21, 2026 · 5 min · VibePapa

I Type // Before Any Prompt That Matters. Here's Where It Goes.

Every time I type a prompt that actually matters — one that solved a real problem or unlocked something I didn’t know how to do — I prefix it with //. That double slash is a convention I made up. It tells my Claude Code hook: this one is worth keeping. The hook saves it to a file. Eventually I want those files to feed an app that writes blog drafts automatically. That is the plan for episode 20 of this series. ...

June 21, 2026 · 6 min · VibePapa
The tablet back on my desk, plugged in, before it returns on Sunday

Version 2.0: He Told Me What Was Missing

I thought I was done. The tablet was in his hands. The ownership was his — his domain, his account, his server. A lifetime of teaching, gathered and searchable. I’d built a legacy and given it away. The end. And then, at that very handover, the eighty-year-old man told me what was missing. There were teachings, he said, that we didn’t have — recordings that belonged in his life’s work but weren’t in our collection. He knew, because it’s his life’s work, and no one knows it better than the man who lived it. So the “finished” gift wasn’t finished. The tablet is back on my desk right now, plugged in, getting its update. On Sunday I hand it back: Version 2.0. ...

June 20, 2026 · 5 min · VibePapa

Making an 80-Year-Old the Owner of His Own Server (Domain, Tunnel, and All)

In the last post I handed an eighty-year-old man a tablet holding his life’s work — every recorded teaching, transcribed and searchable, in a box he could hold. It was, I thought, a finished gift. It wasn’t, quite. And the reason taught me something about what “giving” really means. The tablet was in his hands. But the web address his teachings lived at was registered to me. The account that kept the whole thing reachable from the internet was mine. So in a quiet, hidden way, it was still my server — just sitting in his living room. A gift isn’t really given until it’s owned, and to finish, two hidden things had to change hands. ...

June 20, 2026 · 7 min · VibePapa
A small tablet holding a lifetime of recorded teaching, ready to be given away

A Legacy on a Tablet: Giving an 80-Year-Old His Life's Work Back

Everything in this series so far — the app, the tablet, Termux, the transcription, the search — was really the how. This post is the why. And the why is a person. He is eighty this year. For decades he has studied the Bible and explained it to others, twice a week, online, asking nothing in return. He once told his listeners that you shouldn’t walk out your front door in the morning before you read the Bible. That’s the kind of man he is. He gives people their daily bread, every day, and then steps out of the way. ...

June 20, 2026 · 6 min · VibePapa

NAS SSH Said 'Connection Refused' — It Was Just the Wrong Wi-Fi

I checked the DSM auto-block list (empty), confirmed SSH was enabled in Terminal & SNMP settings, verified the iptables startup task was running, and ran a TCP port test — ports 22, 445, and 5000 all appeared blocked. After all of that, I ran ipconfig. The PC was connected to the wrong Wi-Fi network. What Was Actually Happening I have two Wi-Fi networks at home. My NAS sits on one of them. My coding PC is supposed to be on that same network — but Windows had quietly switched it to the other one automatically. ...

June 20, 2026 · 2 min · VibePapa

Why I Built the Same App Twice

I built an audio app once. Then I built the same app again — and the second time took an afternoon. Not because I’m fast. Because I didn’t really build it again. I cloned it. I took the thing I already had, copied it onto a different machine, pointed it at a different home, and turned it on. That sounds ordinary until you notice you can’t do it with the apps you use every day. You can’t clone Netflix onto a relative’s device. You can’t copy your Spotify and hand it to a friend. The big apps are sealed boxes you rent access to. But software you build is yours, which means you can make copies of it the way you’d copy a key. ...

June 19, 2026 · 6 min · VibePapa

My Daughter's Music Stops Mid-Walk. I Spent Hours on It. I Gave Up.

My daughter is three. She loves one specific playlist of Korean children’s songs, and she likes it best when it plays from a small JBL Bluetooth speaker tucked under her stroller. We walk the neighborhood for about an hour most evenings. I put on her folder, the first song starts, and we go. Thirty seconds later, my phone screen goes off. One more song plays. Then it stops. I have to unlock the phone, tap the next song, put the phone back in my pocket, and keep walking. A minute later, same thing. ...

June 19, 2026 · 5 min · VibePapa