The Lab
A living digital laboratory documenting AI-assisted creation, podcast systems, studio architecture, and creator workflows. Not a portfolio — an active experiment in building publicly.
Document the Journey
Show the evolution of PodGlue, PRM, studio systems, and AI workflows — in progress, not post-mortem.
Inspire Others
The goal isn't to impress. It's to invite. Come see how ideas actually evolve before they become polished products.
Build Publicly
Prototypes, failures, pivots, discoveries — all documented so future creators can skip the parts that don't work.
Systems & Products
PodGlue
The relationship layer for podcasts
A platform that transforms podcast conversations into structured relationships — tracking guests, topics, and trust networks across shows.
AI Collaboration
Transcript parsing, relationship graph generation, content classification
PRM Framework
Podcast Relationship Management
A systematic approach to managing podcast guest relationships — from first contact to long-term community building. Built from 300+ interview patterns.
AI Collaboration
Pattern recognition across guest interactions, template generation, outreach drafting
Home Studio Blueprint
The architecture of creator presence
A comprehensive system for designing, lighting, and acoustically treating home studios — built from years of iteration and tested across dozens of setups.
AI Collaboration
Visual analysis of studio layouts, lighting diagrams, acoustic modeling
AI Podcast Repurposing Engine
One episode. Infinite formats.
An end-to-end workflow converting raw podcast audio into LinkedIn articles, YouTube descriptions, short-form clips, email newsletters, and book chapters.
AI Collaboration
Transcript processing, multi-format content generation, tone calibration
EchoCast
Podcast memory as a knowledge graph
A prototype exploring what happens when every podcast episode becomes a queryable node — conversations, guests, and ideas linked across time.
AI Collaboration
Semantic search, entity extraction, knowledge graph construction
Forge Pass
Creator membership infrastructure
A lightweight membership layer for independent creators — access control, community tokens, and content gates without platform lock-in.
AI Collaboration
Personalized content recommendations, member journey mapping
The Journal
Short dispatches from active work — 200–800 words, unpolished, honest. The engineering diary behind the builds.
What happens when AI organizes podcast memory?
I ran three years of Hacks & Hobbies transcripts through an entity extraction pipeline. The output was surprising — not the clusters I expected, but the gaps.
Testing relationship graphs for podcasts
Mapped 140 guests across topics and industries. What emerged wasn't a network — it was a story. Every node a conversation. Every edge a trust signal.
Today I realized podcast episodes are nodes, not files
A mental model shift that changes how you think about a show's archive — not as a feed but as a connected knowledge structure you can navigate and build on.
Built a transcript tagging workflow in one afternoon
Prompted my way from raw .txt files to structured topic tags, guest categories, and sentiment signals. The pipeline is 80 lines of automation.
More build logs coming weekly — subscribe for updates.
Physical & Digital
Where the home studio meets creator psychology — lighting, acoustics, framing, and the architecture of on-camera presence.
The 3-Light Creator Setup
DocumentedOne key light, one fill, one rim. A repeatable formula that works in any room at any budget.
LightingAcoustic Treatment Without Ugly Panels
DocumentedBookshelves, curtains, rugs — how everyday furniture doubles as a recording environment's best tool.
AcousticsTeleprompter Workflow for Camera-Direct Content
In ProgressEye contact without memorization. A system for scripted authenticity.
WorkflowBefore / After: The Basement Studio Transformation
Coming Soon90-day documentation of turning a raw basement into a broadcast-ready creator space.
Case StudyPractical Systems
Human-first AI workflows that solve real creator problems. Not automation hype — practical pipelines you can run today.
Transcript → LinkedIn Article
Low effortTurn raw podcast audio into a polished professional article in under 30 minutes.
- 1Transcribe audio
- 2Extract key insights
- 3Draft article structure
- 4Refine with voice calibration
Episode → Book Chapter
Medium effortExtract thematic depth from a single episode and expand it into long-form narrative.
- 1Identify core argument
- 2Map supporting stories
- 3Structure chapter arc
- 4Draft and iterate
Guest Onboarding Automation
Low effortPre-booking research, welcome sequences, and show prep packets — all generated at scale.
- 1Guest research pass
- 2Topic brief generation
- 3Welcome email draft
- 4Question set build
YouTube Metadata Generation
Low effortSEO-optimized titles, descriptions, chapters, and tags from your episode transcript.
- 1Transcript parse
- 2Topic extraction
- 3SEO metadata draft
- 4Chapter timestamp generation
Bigger Thinking
The Future of Podcasting
Relationships, not downloads. How the next decade of audio transforms what it means to host.
Why Relationships Matter More Than Content
Content is a byproduct. The real product of every podcast is trust. A case for relationship-first media.
Human-First AI Systems
The tools that win won't replace creative judgment — they'll amplify it. What that actually looks like in practice.
The Psychology of Creator Spaces
Your studio affects how you think, how guests respond, and how viewers perceive your authority.
Why Your Studio Affects Trust
Before you say a single word, the frame communicates. The hidden semiotics of on-camera environments.
The Hidden Infrastructure Behind Modern Creators
The systems, automations, and invisible workflows that separate sustainable creators from the burnout cycle.
The Real Differentiator
Not "look what I made"
But "come explore how ideas evolve."
This lab documents the real process — the messy middle, the pivots, the discoveries. A living ecosystem of curiosity, not a highlight reel.
Build Something Together →