The Joe Reis Show Is SaaS Cooked? Why "Local First" AI Agents Are Taking Over w/ Demetrios Brinkmann
14 snips
Mar 17, 2026 
Demetrios Brinkmann, MLOps community leader and AI practitioner, sketches the chaotic rise of autonomous coding agents. They explore why many tools are becoming local-first, how teams cut SaaS costs with bespoke builds, and the strange new world of AI-driven creator economies. Conversation jumps from agent UX and trust limits to sponsorship ethics and preserving human originality.
AI Snips
Chapters
Transcript
Episode notes
Customer Service And Voice Agents Show Early ROI
- Agents are finding clearer early ROI in backend automation like customer service and voice agents rather than general consumer-facing chat UIs.
- Joe notes call centers and voice implementations show practical returns while chatbars often add friction to simple workflows.
Design Events For Moments Between Sessions
- Design conferences around the moments between sessions to create memorable attendee experiences.
- Joe used a spontaneous ukulele session to improve a long registration line and now plans for check-in magic and small touches.
Build Local First Tools For Personal Productivity
- Build bespoke local-first tools when they fit your personal workflow instead of immediately productionizing for many users.
- Demetrios built a teleprompter with Cursor in minutes and replaced a paid app he paid $60–$70/year for.