# keynotes — captured 2026-11-12T21:45:36.807Z (31s ago; server time 2026-11-12T21:46:07.709Z)

### THE PROBLEM - WHY
# Platform context is the bottleneck

AI-opened PRs
keep arriving

**PRs** now arrive at machine speed. Review that needs platform context still moves at human speed.

### THE GOAL
Build a PR reviewer, with AI, that keeps pace with how fast PRs are opened.

[Flow diagram illustrating a bottleneck: multiple "PR" boxes flow into a "CI checks (catch real bugs)" box, then into a funnel labeled "the queue", and finally to three circles representing "Reviewers with platform context (catch real bugs too, at human speed)".]