Your AI interview coach: From resume to offer, every step of the way
Not just a Q&A bot — a coach that knows your resume, drills you, and reviews you afterwards: clarify on the left, watch a structured interview plan stream into the Canvas on the right, then rehearse question by question with live voice and get a full debrief.
End-to-end, every angle covered
From resume polishing to question-by-question drilling, live voice and a full debrief, MianMian Agent covers the entire interview-prep pipeline, so you feel more confident at every step.
Resume polishing & rewriting
Upload your resume and MianMian annotates it line by line — wording, structure, quantified impact, role fit — delivers a ready-to-use version, and uses it as fuel for later practice.
Interviewer mode · Smart question generation
Switch to a senior interviewer's perspective: a structured interview plan streams into the Canvas, with Mermaid diagrams, math formulas and code highlighting.
Question-by-question drilling
A prep → drill → review loop: MianMian walks you through one question at a time, probes and guides when you're stuck, then rolls into a debrief — like a real coach watching you.
Live voice / video interview
Powered by Gemini Live — start instantly. Real-time voice recreates an authentic interview setting; pause, retry, or switch roles anytime, with an automatic debrief afterwards.
Debrief & feedback
After each drill or interview, get a multi-dimensional scorecard — delivery, logic, depth, communication — with a per-question review and a focused plan for next time.
Skills & connectors
Plug in more tools and knowledge sources through the skills marketplace and MCP connectors, so MianMian's coaching keeps expanding to match your real industry and role.
Prep → Drill → Review
Not a one-shot mock, but a loop you can run again and again — each round closer to a real offer.
- Set the goal: Clarify your target role and resume; MianMian streams a tailored interview plan.
- Build the bank: A structured question bank tailored to your role and experience, with progressive difficulty.
- Drill it: Practice one question at a time, go live with voice, get probed and guided.
- Review & level up: Get a scorecard and improvement checklist, then run another round.
Ready to ace your next interview?
Let MianMian Agent take you from resume to debrief, turning every practice session into real growth.