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Staff Prep
Companies
10 company-specific Staff/Principal loops.
Problems Catalog
22 canonical system design problems with deep dives.
Playbook
12 cross-cutting patterns Staff candidates must know.
Resources
Books, courses, mocks, negotiation reading.
AI Architect
Overview
The self-directed AI Architect track.
Skill Matrix
Self-assess 48 skills across 8 domains.
Assessments
10 architect-level quizzes with rationale.
Career Ladder
AI Engineer → Principal Architect, level by level.
Resources
Curated papers, books, and blogs.
Courses
Production AI Systems
The Staff Engineer's Playbook — LLM & ML system design.
Distributed Systems in Practice
The Senior Engineer's Field Manual — 10 modules, runnable code.
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Personalized prep plan for your target role + company.
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AI feedback on your resume.
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Live AI mock interview.
Simulator
Interactive coding practice.
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