Senior-engineer-grade prep ยท open to all

Interview prep that treats you like a Staff engineer.

Company-specific Staff loops, deep system design problems, an AI Architect track, and a roadmap that adapts to your target. No login. No fluff.

10company loops
22system design problems
112architect-level questions
49skills tracked

Four tracks. One bar.

Written at the Staff / Architect bar. Scenario-driven. Trade-offs, not memorization.

Pick your target.

Every loop briefed by someone who has been on both sides of the table.

All 10 companies โ†’
AI Architect Track

The track for engineers building AI systems at scale.

Skill matrix across 8 domains. 10 architect-level assessments with rationale on every answer. Career ladder from AI Engineer to Principal. A curated resource library.

Sample skill domains
ML & Deep Learning Fundamentals
6 skills
LLM & Generative AI Systems
7 skills
MLOps & Production AI
6 skills
Data Engineering for AI
6 skills
AI System Design at Scale
6 skills

Stop grinding. Start preparing like a Staff engineer.

Build a roadmap that adapts to your target, save what matters, and track your progress without an account.