What Happens After You Solve the Hardware Problem?

After the latest Dave’s Garage episode, the conversation shifted.

Instead of asking how to build the system, viewers started asking what actually comes after the hardware problem is solved — and what becomes hard next.

In this episode of Shop Talk, Dave and I lean into those questions. We talk about what changes once hardware stops being the bottleneck, the limits of abstraction and virtualization, reliability and security tradeoffs, and the moment an AI project starts to feel real.

Late in the episode, Dave teases recent progress on Tempest AI, including a key breakthrough and the internal dashboard he built to understand what the system was really doing. We also touch on when viewers can expect a deeper Tempest update on Dave’s Garage.

Post-credits, we step away from systems for a moment to talk about the arrival and first drive of Dave’s restored 1969 Pontiac 2+2.

00:00 - Start

02:22 - WHAT DO YOU DO WITH THIS MUCH CAPABILITY?

08:08 - VIRTUALIZATION & ABSTRACTION

15:58 - RELIABILITY & SECURITY

20:49 - TEMPEST AI

26:49 - 1969 PONTIAC 2+2