Systems design depth
weight · 25
Conversational probe on a realistic system. We score against a published rubric: comfort with eventual consistency, capacity reasoning, failure modes. Not jargon density.
↓ AI screen + role-fit
Code quality (live)
weight · 20
A small, scoped take-home or live exercise (configurable). We score for readability, edge-case handling, and how the candidate reasons about the trade-offs they made.
↓ Role-fit assessment
Ownership signals
weight · 20
Did they fight for reliability when no-one asked? Did they own a thing past v1? We probe this in the interview and grade specific examples.
↓ AI first-round interview
How quickly do they reach for the boring, working answer? We listen for "I would just" and what follows.
↓ AI screen
Mentor / be mentored
weight · 10
A short discussion of a time they helped someone else grow. Optional at IC1/2, default-on at IC3+.
↓ AI first-round interview
Must-haves you set
weight · 10
Hard filters from your post: language, stack, region, level. We do these first, before the model spends any time on the candidate.
↓ Triage