Product Documentation

Your daily command centre for learning and job hunting.

• Today's Tasks: three LeetCode problems (easy / medium / hard) that refresh every 24 hours.
• Lock a topic (e.g. Arrays) and daily problems stay within it until you unlock or update it.
• Recent Matches: jobs you saved from the Job Scraper with company, role and location.
• Intelligence Deck cards summarising your latest interview and analyser scores.

A guided first-run experience introducing the platform.

• Cinematic welcome modal on first load with a career roadmap.
• Interactive glassmorphic onboarding cards covering each tool.
• Lead capture form (name, email, phone) that unlocks a 24-hour demo.

Platform-wide quality-of-life features.

• Dark / light mode toggle with no flash on reload.
• Command-palette search in the top bar to jump to any tool.
• Notification bell with real-time alerts for new daily tasks.

A structured, conversational tutor for tech concepts.

• Onboarding questions, teaching loops, MCQ checkpoints and doubt clearing.
• Streaming responses with rich formatting.

DSA-focused coaching with proper maths and code rendering.

• Step-by-step problem breakdowns, complexity analysis and hints.
• KaTeX-rendered formulas and syntax-highlighted code blocks.

Generates rich programming notes with diagrams.

• Topic + language input produces structured, high-quality notes.
• Mermaid.js diagrams and flowcharts rendered inline.
• Export to PDF and Word (.docx) with diagrams rasterised and page-fitted.
• Downloads are named topic-language for easy filing.

ATS-style scoring against a target job description.

• Upload a resume, paste a JD, get a /100 score with gap analysis.
• Section-by-section recommendations and keyword coverage.
• "Ask the Coach" follow-up chat on your own report.

Profile audit and rewrite suggestions.

• Headline, About and Experience rewrites tuned to your target role.
• Scored feedback with actionable fixes.

Voice-based behavioural interview with AI feedback.

• Speech recognition with a live transcript of your answers.
• Resume upload to personalise questions.
• Exit mid-interview and still receive a scored report.
• Results pushed to your dashboard.

Role-specific technical interview simulation.

• Question sets matched to your stack and experience level.
• Detailed scoring and improvement notes.

Live job search across eight platforms with match scoring.

• Sources: Naukri, Cutshort, Hirist, Foundit, Indeed, Google, LinkedIn, Monster.
• Filters for role, location, CTC, experience, education, company size and free-form skills.
• Top 30 matches shown as cards with direct apply links.
• Save a job and it appears under Recent Matches on the dashboard.

Connects your LeetCode account and tracks progress.

• Solved counts by difficulty and topic breakdowns.
• Link persists across logins; clears automatically on logout.

Scheduled sessions and programme updates.

• Upcoming live class schedule.
• Announcements feed for cohort-wide updates.

How access to tools is controlled.

• Guest: prompted to register before using any tool.
• Demo: one full session per tool for 24 hours after registering.
• Paid: unlimited access to every tool.
• Student: unlimited tool access, no admin capabilities.
• Admin: full access plus user management and platform analytics.

Personal usage analytics for every signed-in user.

• Total time on platform, session count, active days.
• Per-tool and daily activity timelines.
• Recent scores from interviews and analysers.

Admin-only user and usage management.

• View registered users, login details and lead captures.
• Grant or remove paid and student roles.
• Platform-wide tool usage analytics.