System design prep built for staff+ engineers
ChatGPT gives you answers. We find your blind spots.Every question comes with a Personalized Learning Roadmap
Calibrate yourself in 5-minutes. No prep needed. No pressure.
Calibrate for freeGeneric prep breaks at staff level.
EVERY OTHER PLATFORM
- "Design a URL shortener" for the 50th time
- Same questions for L3 and L6
- Surface-level feedback
- No pressure, no follow-ups
PAI STAFF PRACTICE
- When to push back on requirements and reframe the problem
- How to articulate why you chose eventual consistency over strong — and when you'd change your mind
- Driving the interview instead of responding to it
- Drills calibrated to staff expectations
Learning built for busy schedules
15 minute modules. Learn only what you need.
- Custom plans update each time you practice
- Deep Dive for weak spots
- Skim for what you already know
Built from big tech engineering blogs and original sources
Staff-level drills, not tutorials.
5-minute focused challenges. Do one between meetings.
User clicked "Buy" twice
Network retries, browser refreshes, multi-tab submissions. Design the locking strategy that prevents double charges.
500M WebSocket connections
Partition half a billion connections evenly. What breaks at this scale?
AZ fails, reconnect everything
Design retry and reconnection without thundering herd.
50K RPS on single Postgres
Team wants Redis in front. Argue for or against.
How It Works
Continuous improvement, targeted exactly where you need it.
every round
Calibrate
Pinpoint your strengths and gaps in under 15 minutes. Your results drive everything — your roadmap, your readings, your drills.
Roadmap
A personalized study plan built from real engineering blogs and industry experts — continuously updated as your skills evolve.
Learn
Short, focused sessions built from your roadmap backend by real life examples. Deep dive your weak spots, skim what's already solid. Minutes, not hours.
Practice & Feedback
AI mock interviews grounded in your actual roadmap — no generic advice. Targeted feedback after every session feeds directly into your next calibration.
Calibrate
Pinpoint your strengths and gaps in under 15 minutes. Your results drive everything — your roadmap, your readings, your drills.
Roadmap
A personalized study plan built from real engineering blogs and industry experts — continuously updated as your skills evolve.
Learn
Short, focused sessions built from your roadmap backend by real life examples. Deep dive your weak spots, skim what's already solid. Minutes, not hours.
Practice & Feedback
AI mock interviews grounded in your actual roadmap — no generic advice. Targeted feedback after every session feeds directly into your next calibration.
The AI Stack Behind PAI
Best-in-class models, working together so your prep never plateaus.
Models selected per task to give you the highest quality feedback at every step.
What Our Users Love About PAI
Pricing
FAQ
Mid-to-senior engineers (SDE2+) prepping for high-stakes interviews at top tech companies. If you want your problem solving depth tested under real pressure — this is for you.
Each session mirrors the stakes, ambiguity, and time constraints of senior-level system design rounds — open-ended, evolving, no canned answers
With the rise of AI tools, the barrier to entry for writing code has dropped. This makes Problem Solving—the ability to debug, scale, and architect correctly—the primary differentiator for top-tier engineering roles. We help you practice the high-level judgment skills that AI can't fake.
Most problem solving drills take 10-15 minutes for senior engineers. But there’s no fixed clock: go as deep as you want, pause anytime, and pick up right where you left off
No scheduling, no waitlists. Log in anytime, pick a scenario, and run your interview on your terms.
Always. Your sessions and feedback stay in your dashboard so you can resume them anytime and review how your depth improves.
It’s all free! For a limited time. Practice as much as you want.
A live mock interview with a senior engineer can cost anywhere between $300–$600 an hour — and the quality isn’t always guaranteed! PAI gives you repeatable, high-fidelity sessions for a fraction of that so you build depth, without any bias, on demand, as many times as you want.