Full-Stack Developer & Product Engineer
Continuity engine — AI teacher resumes exactly where the user left off. Plus real terminal-lab grading via devops-lab CLI, Obsidian notes sync, and 3-tier Razorpay monetization from day one.
A monetized SaaS that teaches DevOps interactively — 14 modules / 95 lessons, a terminal-lab CLI companion that grades real commands, notes with Obsidian sync, and an AI teacher that remembers each user's progress.
Every chat turn builds a context bundle — teacher rules + progress snapshot + current lesson content + last 20 messages — injected as system prompt. Progress persists in Postgres per user, so “Continue” always resumes exactly where they left off. No other competitor in this space has this — they all start from scratch every chat.