11 questions · click a marker to jump · ←/→ or n/p to step between questions

13 OCT 2026 · 1:14:33

From Prompt to Production: Vibe Coding in the Real World

QUESTIONS ANSWERED

11 questions
in this episode.

Click a timestamp to jump the video. Click any question to read the panel's answer in plain text — or ask a follow-up that'll automatically reference the question you were watching.
Read the full transcript →

Please explain vibe coding to a beginner. What is needed and the cost?ASKED BY · Tony Mobley · NOONAN
Where does GitHub fit into this process if I want to put up a website or whatever I'm going to do with vibe coding?ASKED BY · Unknown
Where can I get the tools for prompting? As that seems to be one of the main keys to get decent results. Are there formal tools that can help people become better prompt constructors?ASKED BY · Tommy Chantz · ST. PAUL, MINNESOTA
What are the different levels or parts of tools available for vibe coding and agentic AI?ASKED BY · Unknown
I find that generated code often provides a solution, but a review of that code finds issues, and it can require a lot of iterating to resolve all the complaints. Any tips for prompting or rules, as in Claude code, to help reduce the iterations?ASKED BY · Peter Belbin · HOUSTON, TEXAS
I want to understand about tokens. When do you need them and how do you use them?ASKED BY · Cindy Drozda · ERIE, COLORADO
When vibe coding gets you 90 percent of the way there but the last 10 percent keeps breaking, how do you diagnose the real problem instead of endlessly prompting?ASKED BY · Josh Kaufman · PITTSBURGH, PENNSYLVANIA
Is there value in having different LLMs review each other's work to solve stubborn problems?ASKED BY · Unknown
Trade shows were often meetings of the same people every year who are often recognized as experts in their field. What happens when everyone can claim to be an expert by way of their AI skills? Will there be loyal clients in the age of vibe coding?ASKED BY · Roscoe Jones · MADISON, INDIANA
Will local models, for example run on new powerhouse Mac minis, eliminate external token usage?ASKED BY · Vic Hernandez · SPRINGFIELD, MISSOURI
What current frustrations with AI are you hoping are resolved soon?ASKED BY · Craig Macfarlane · BOSTON, MASSACHUSETTS
FOR THE NEXT EPISODE

Got a question for the next Tuesday Focus?

The crew reads questions live, in order received. Anything specific to the panel on this show goes straight onto the queue.

Or drop it in Discord
MENTIONED IN THIS EPISODE

Everything to deep-dive into next.

SUBJECTS
PRODUCTS
TOPICS
KEEP THE CONVERSATION GOING

The episode ends. The conversation doesn't.

DISCORD · LIVE

Talk about this show

Channels exist for every show. Drop in, ask a follow-up, share what you tried.

Open Discord →MUKANA · MEMBERS

Saturday + Sunday Q&A

The two members-only weekend shows happen here, plus reader/panelist tools used during the broadcast.

Get the Mukana invite →ASK · AI

Ask about this episode

Ask Office Hours has read every transcript and answers in plain English with citations to the exact moments.

Open Ask Office Hours ↗SHOW HUB · CREW

Run the show

Internal tool the production crew uses. If you're a panelist or reader, this is your home base.

Open Show Hub ↗
From Prompt to Production: Vibe Coding in the Real World — Office Hours Global