Interview tooling fails loudly: dropped audio, mis-timed hints, or unclear consent copy can derail a candidate’s day. We bias toward predictable behavior over flashy demos.
Engineering bets
- Cross-platform capture paths with explicit user consent surfaces
- Latency budgets that assume mid-tier laptops, not lab hardware
- Offline-first degradation where cloud assist is unavailable
