Proof-of-Work SystemInvite Only

Mindcast

A personalized AI audio briefing system built by Magnolia Labs.

Mindcast generates custom audio episodes from topics, documents, and URLs — producing a personal briefing formatted as a short podcast. It uses a multi-step generation pipeline with AI provider routing and personalization at the episode level.

Mindcast is not a commercial product. It is a working proof-of-work system that demonstrates Magnolia can build functional AI applications, not just consult about them. The build itself — architecture decisions, pipeline design, provider abstraction — is documented as an ongoing case study in the Magnolia methodology.

Access is invite-only. Clinton reviews and approves access requests manually. There is no public sign-up, waitlist, or download link.

What it demonstrates

Working pipeline

End-to-end generation from topic input to audio output. Not a prototype — fully operational.

Provider routing

AI model and voice provider abstraction. The system routes intelligently without hard dependencies.

Personalization

Episodes are generated from user-specific topics and documents, not generic content.

Interested in access?

Mindcast access is granted individually. If you want to learn more or discuss whether access makes sense, reach out directly.

clinton@magnolialabs.ai