Mike Swanson
a1e0442d8b
- Audio processor CLI tool with 6-stage pipeline: transcribe (faster-whisper GPU), diarize (pyannote), detect segments (multi-signal classifier), remove commercials, split segments, analyze content (Ollama) - Post-show workflow doc for episode posts, forum threads, deep-dive blog posts - Training plan for using 579-episode archive for voice profiles and commercial detection - Successful test: 45min episode transcribed in 2:37 on RTX 5070 Ti - Sample transcript output from S7E30 (March 2015) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
9.2 KiB
9.2 KiB
Post-Show Workflow: The Computer Guru Show
Overview
After each live show, this workflow transforms the broadcast into multiple content pieces that extend the show's reach, deepen audience engagement, and build a searchable archive. The process starts with a debrief and produces 3 tiers of content.
Phase 1: Post-Show Debrief (Same Day)
Input
- Show prep file (
episodes/YYYY-MM-DD-topic/show-prep.md) - Host's notes on what actually happened during the show
Debrief Questionnaire
Create a file: episodes/YYYY-MM-DD-topic/post-show-debrief.md
# Post-Show Debrief
## Episode: [title]
## Air Date: [date]
### What Made It In
- [ ] Segment 1: [topic] — Used / Modified / Cut
- [ ] Segment 2: [topic] — Used / Modified / Cut
- [ ] Segment 3: [topic] — Used / Modified / Cut
- [ ] Segment 4: [topic] — Used / Modified / Cut
- [ ] Segment 5: [topic] — Used / Modified / Cut
- [ ] Segment 6: [topic] — Used / Modified / Cut
### What Changed Live
- Segments reordered? Which ones?
- Topics expanded beyond prep? Which ones and why?
- Topics cut short? Why? (time, audience reaction, breaking news)
- Unplanned tangents that worked well?
### Caller/Audience Interaction
- Caller topics and questions (summarize each)
- Live chat highlights (if applicable)
- Audience reactions that shifted the conversation
### Unplanned Additions
- Breaking news discussed
- Personal stories / anecdotes shared
- Technical demos or live troubleshooting
- Guest appearances or call-ins
### Best Moments
- Strongest segment (what resonated most)
- Best one-liner or quotable moment
- Most engaging audience interaction
- "Wish I'd said..." moments (capture for blog expansion)
### Topics That Deserve More
- What couldn't you finish due to time?
- What generated the most audience interest?
- What deserves a deep-dive blog post?
- Follow-up stories to watch for next week?
Phase 2: Content Generation (Within 48 Hours)
Tier 1: Episode Post (Radio Show Website)
Target: website/src/content/episodes/s[SS]e[EE]-slug.md
Purpose: Canonical episode page with summary, chapters, and links
Structure:
---
title: "S[X]E[X] – [Episode Title]"
season: [number]
episode: [number]
pubDate: [air date]
duration: "[HH:MM:SS]"
audioUrl: "[podcast audio URL]"
audioSize: [bytes]
episodeType: "full"
featured: [true for current episode]
tags: [topic tags from show prep + debrief]
chapters:
- time: "00:00"
title: "Introduction"
- time: "MM:SS"
title: "[Segment 1 title]"
[...]
---
## Episode Summary
[2-3 paragraph summary of what the show covered — written from the
debrief, not just the prep. Captures what ACTUALLY happened, including
unplanned moments, caller contributions, and tangents that worked.]
## Topics Covered
### [Topic 1 Title]
[3-5 sentence summary with the key takeaway. Link to deep-dive blog
post if one exists.]
### [Topic 2 Title]
[...]
## Links & Resources
- [Relevant links mentioned on air]
- [Source articles referenced in prep]
## Continue the Conversation
- [Link to forum discussion thread]
- [Link to related blog posts]
Action items:
- Generate episode markdown from show-prep + debrief
- Add chapter timestamps (from audio if available, estimated from segment timing if not)
- Create matching forum discussion thread (Flarum, tag: Show Discussion)
- Build and deploy website
Tier 2: Forum Discussion Thread (Community Forum)
Target: Flarum forum at community.azcomputerguru.com Tag: Show Discussion (ID 8) Purpose: Ongoing conversation hub for each episode
Structure:
Title: S[X]E[X] Discussion: [Episode Title] — [Air Date]
Body:
This week's episode: [Episode Title]
[Brief 2-3 sentence hook — the most provocative or interesting
angle from the show]
Topics we covered:
- [Topic 1] — [one-line teaser]
- [Topic 2] — [one-line teaser]
- [Topic 3] — [one-line teaser]
What do you think? Drop your thoughts below.
- Did we miss anything on [controversial topic]?
- What's your experience with [relatable topic]?
- [Specific question raised by a caller that others might want to weigh in on]
Listen to the full episode: [link to episode page]
Read our deep-dive on [topic]: [link to blog post]
Tier 3: Deep-Dive Blog Posts (Radio Show Website)
Target: website/src/content/blog/[slug].md
Purpose: SEO-rich, shareable long-form content that expands on show topics
Selection criteria (from debrief):
- Topics that generated the most audience interest
- Topics cut short due to time
- Topics with strong search potential (trending tech news)
- Topics where the host has unique expertise or perspective
Structure:
---
title: "[Expanded Topic Title]"
pubDate: [date, within 48h of show]
description: "[SEO-friendly 150-char description]"
author: "Mike Swanson"
tags: [relevant tags]
image: [optional hero image]
---
[Long-form article expanding on the show segment. NOT a transcript.
This is the version you'd write if you had unlimited airtime:]
- Background context the audience needs
- The full argument with supporting evidence
- Technical details simplified for general audience
- What it means for regular people (the show's signature angle)
- What to watch for next (forward-looking)
- Host's personal take / opinion
## Key Takeaways
- [Bullet point summary for skimmers]
## Related Episodes
- [Links to past episodes that covered related topics]
*This topic was discussed on [Episode Title], airing [date].
[Listen to the full episode →](link)*
Recommended: 1-3 blog posts per episode, focusing on the strongest topics.
Phase 3: Cross-Promotion & Engagement
Immediate (Day of Show)
- Post episode page to website
- Create forum discussion thread
- Cross-link episode ↔ forum thread
Within 48 Hours
- Publish deep-dive blog post(s)
- Cross-link blog posts ↔ episode page ↔ forum
- Update episode page with blog post links
Engagement Opportunities to Build Out
Currently Missing (Identify & Prioritize)
- Social media distribution — No social accounts linked. Where does the audience hang out? Twitter/X? Facebook? Reddit? Mastodon?
- Email newsletter — Subscribe page exists but is placeholder. Mailchimp/Buttondown/self-hosted? Weekly digest of episode + blog posts?
- Podcast distribution — Audio URL points to Blubrry (legacy). Are new episodes going to Apple Podcasts, Spotify, etc.? RSS feed exists (
feed.xml.ts) but needs verification. - Show notes SEO — Episode pages need proper meta descriptions, Open Graph tags, structured data (PodcastEpisode schema).
- Audiogram/clips — Short audio or video clips of the best 60-90 seconds for social sharing.
- Caller follow-up — If callers raise topics, follow up in blog posts and tag them (builds loyalty).
- "This Week in Tech" roundup email — Repurpose the show prep Quick Headlines into a weekly email blast.
- Community forum engagement — Seed discussion threads with provocative questions, not just summaries. Respond to replies.
- Guest booking pipeline — The show prep references industry topics where expert guests would add value. Track potential guests.
- Analytics-driven topic selection — Use Matomo data to see which episode pages and blog posts get the most traffic, inform future show prep.
Automation Opportunities
What Claude Can Do Now
- Generate episode post from show-prep + debrief
- Generate forum discussion thread
- Generate deep-dive blog posts from show prep segments
- Post to forum via Flarum database insert
- Build and deploy website via Astro build + rsync
- Track analytics via Matomo
What Needs Setup
- Podcast audio hosting for new episodes (Blubrry? Podbean? Self-hosted?)
- Social media API access (for automated posting)
- Newsletter platform (for automated digest)
- Audio processing pipeline (for audiograms/clips)
File Structure
episodes/
YYYY-MM-DD-topic/
show-prep.md ← Pre-show (already exists)
post-show-debrief.md ← NEW: Post-show notes
generated/
episode-post.md ← Generated episode page content
forum-thread.md ← Generated forum discussion
blog-topic-1.md ← Generated deep-dive blog post
blog-topic-2.md ← Generated deep-dive blog post
Example: March 21 Episode
If we ran this workflow for today's "Who's Really In Control?" episode:
Episode post: S11E02 (or whatever the current season/episode numbering is)
Forum thread: "S11E02 Discussion: Who's Really In Control? — March 21, 2026"
Blog post candidates (from show prep):
- "The White House AI Framework: What It Actually Says and Why It Matters" — Strong SEO potential, timely, unique angle (preemption vs. state laws)
- "NVIDIA's Trillion-Dollar Bet: How One Company Controls the AI Revolution" — Evergreen explainer, strong search volume
- "Apple Gave Google the Keys to Siri — Here's Why That Should Concern You" — Provocative, shareable, high interest
- "1 Petabyte Stolen: Inside the TELUS Digital Breach" — Cybersecurity angle, practical advice for listeners
- "Right to Repair Just Became Law — What You Can (and Can't) Fix Now" — Practical, actionable, local angle
Recommended picks: #1 (timely + unique), #3 (provocative + shareable), #5 (practical + evergreen)