Loading...
Loading...
Build a RAG pipeline. Design a recommender. Ship an agent. Every session is a real tool with an AI evaluator waiting to poke holes in your design. Coding, system design, and behavioral labs round it out. Free to try, no signup.
Every demo on this page is a hand-wired miniature of a real ByteMentor tool. Nothing is a video. Nothing is faked. Click things. See what happens.
Hey. I don't give answers. I ask the questions that get you to one. Pick a starter, or ask me anything.
Every lab is adaptive, AI-graded, and free to try as a guest once per tool. No signup, no card. Browse.
Every lab uses a purpose-built mobile layout. Tabs, not cramped panels. A textarea code editor that replaces Monaco on small screens. Camera upload for paper sketches in system-design. This is not a desktop app crammed onto a phone.
ByteMentor watches how you solve, identifies gaps across five hundred micro-skills, and generates each session to keep you in the zone where real learning happens.
Every attempt maps to four signals — recognition, implementation, optimization, transfer. Your skill graph updates on the spot.
Generate problems in your Zone of Proximal Development. The success rate stays inside 60–80%, the band where learning actually happens.
Mastery climbs Bloom's six cognitive levels: remember, understand, apply, analyze, evaluate, create. No skipping rungs.
Spaced repetition schedules reviews for decaying skills. You revisit just before forgetting — nothing drops out.
One credit pool per day across every tool. Guest try, free tier, then two paid plans with a yearly discount. No card up front.
The fastest way to see if ByteMentor works for you is to open any lab and start practicing. No signup. No credit card. One free try per tool.