I've been reflecting on how early-stage investors approach understanding the technical roadmap and scalability of a product they're considering funding, especially when the founding team might not have deep engineering expertise. What are the key signals or questions you, as a finance or VC analyst, look for to gauge the long-term technical viability and defensibility of a new venture's platform?