Episode
From Founder to Chief of Staff: How Offline Runs on AI with David Shaner
- Podcast
- NC Tweener Talks
- Published
- Feb 12, 2026
- Duration seconds
- 2741
- Processing state
not_requested- Canonical source
- https://share.transistor.fm/s/96ca7ed3
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Summary
In Part 1 of this conversation on Triangle Tweener Talks, we walked through how David built Offline over 13 years, three companies, multiple pivots, and a subscription model that finally worked. In Part 2, we shift gears. This episode is about leverage. David breaks down how he went from running a ~34-person team to operating a multi-city business with ~2.5 people, not by cutting corners, but by rebuilding the company around AI-first systems, orchestration, and context-aware automation. This is not “AI news.” This is how a founder is actually using AI day to day. Highlights from Part 2 AI adoption started as a “copywriting intern,” not a silver bullet The biggest fork: people who learned how to talk to models vs. people who gave up The real unlock came when David built his first full-stack app himself Tools like Cursor and Cloud Code collapsed the barrier between idea and execution Offline stopped adding features to a monolith, and started building around it n8n became the orchestration layer that glued everything together Most business problems don’t need apps, they need glue code AI SDRs fail today because context is fragmented and CRMs are a mess The right approach is decomposing SDR work into atomic steps Context windows are the real constraint, not intelligence David now runs a personal “Chief of Staff” GitHub repo with 70–80 skills The company itself is slowly becoming a file system agents can read and write from If you’re thinking about automation, agents, or headcount, this one will change how you think about all three. Where to Find David Shaner: LinkedIn: https://www.linkedin.com/in/davidshaner/ Offline Media: https://www.letsgetoffline.com/ Where to Find Scot Wingo: LinkedIn: https://www.linkedin.com/in/thescotwingo/ Tweener Times: https://www.tweenertimes.c…