First YouTube upload, and two real technical corrections that improved the confirmation design

Uploaded the first video to StareBrain's YouTube channel this week (@starebrain), a short demo of the say-it-confirm-it-happens flow.

Also had two genuinely useful exchanges on Indie Hackers that are shaping the confirmation logic directly. One: verification and the report of what was verified aren't separable, a system can't claim "I couldn't confirm this" credibly unless something real actually tried to check first. Two: testing whether sample agreement across repeated model attempts can distinguish genuine ambiguity from ordinary hedging, before deciding whether to ask a clarifying question or just proceed.

Both are going into how StareBrain decides when to show a confirmation versus ask a follow-up question, rather than treating that as a fixed rule.

Small week technically, but the confirmation step is the whole bet here, so getting it right matters more than shipping new commands right now.