Framework
Shift Left
Surface trade-offs and manufacturability problems early in the design process, when they are still cheap to fix. By the time you reach production, the cost of a change can be measured in months.
How it works
- 1Up to 80% of a product's final cost is locked in during the design phase, long before manufacturing problems become visible.
- 2Catching a problem at design costs cents on the dollar versus catching it at production.
- 3A six-month production delay is almost always a design review that didn't shift left far enough.
- 4Concurrent engineering — exploring many design and manufacturing paths in parallel early on — is only possible when tooling is fast enough to let you iterate.
Hear it on the podcast
The Physicist Building a Compiler for the Real World | Hugo Nordell, EncubeListen to the episodeMore from this episode
The Three KPIs That Actually Matter in HardwareMost hardware teams track the wrong numbers. Hugo's framework focuses on the three levers that actually compound into competitive advantage.The Hardware CompilerSoftware AI agents are powerful because they can self-correct — there is a right answer and a fast feedback loop. Hardware never had that. Encube is building the equivalent.Deterministic Core, LLM EdgesRun the same compute twice and get the same answer twice. Physical products demand reproducibility. Large language models, left unguarded, cannot guarantee it.Zero to One Before Zero to One HundredThe dream of AI capturing decades of tribal engineering knowledge is real — but it is a future state. You cannot skip the unsexy infrastructure work that makes it possible.The Conductor ModelWhen computation takes over the heavy lifting, the engineer stops being a button pusher and becomes an orchestrator — exploring many design paths in the time it used to take to explore one.
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