System Design Interview Partner

Dropped into unfamiliar code? Paste it. Get the map — what it does, how it flows, and where the bodies are buried — before you touch a thing.

Practice coding interviews the right way. Paste the problem — it nudges you toward the solution with hints, only revealing the answer once you've actually tried.

Got dropped into a framework you've never used? Name it and what you know — get the mental model, the core concepts, and the 20% you need to be productive today.

An algorithm or concept that won't click? Name it — get it explained with a plain analogy, a walkthrough, the complexity, and when you'd actually use it.

Know where you want to be but not how to get there? Tell it your current spot and the dream role — get the real skills gap and a plan to close it.

Don't pick a stack you'll fight for years. Describe what you're building and your skills — get a real recommendation with trade-offs, not hype.

Stop prepping each question separately. Tell it the role and a few experiences — get a bank of stories mapped to the questions they'll actually ask.

Walk into the interview already warmed up. It runs a real mock — the actual questions for your role — and tells you where your answers fell flat.

Stuck between two technical approaches and second-guessing? Lay them out — get the real trade-offs for YOUR situation and a clear recommendation, not 'it depends.'

Generate clear, actionable visual and UX design guidance grounded in design thinking, user needs, and accessibility. Balance aesthetics with function while explaining tradeoffs, alternatives, and rationale across interfaces, products, or systems.

Running on empty and pushing through isn't working? Talk it through — it helps you understand what's draining you and find small, real ways to refill. Not medical advice.

Traveling alone and a little nervous? Tell it where and who you are — get the real safety prep and confidence tips, without the fear-mongering.