Zehaanat
Articles and ePaper pages turned into study material and practice
Candidates preparing for the CSS and MPT examinations, on web and an Android-first mobile app.
I read the news every day, but the useful facts never make it into my revision.
Half my sources are ePaper page images that normal tools can't read.
I write practice essays with nobody to tell me what's wrong with them.
Two source paths
Text articles are fetched server-side; ePaper screenshots go through vision-based extraction, because one method can't handle both well.
AI study extraction
GPT-5 nano turns the material into study-oriented content that lands in a tagged factbook organized by subject and theme.
Built-in revision
Every saved fact gets a 2-3-5-7 day spaced-review schedule instead of sitting in a notes file.
Practice and essays
MPT drills, timed mocks, accuracy history, PEEL outlines, heuristic checks, AI essay feedback, and optional RAG search over past papers.
Controlled AI costs
Per-account request ceilings and a usage ledger record tokens, latency, failures, and estimated cost, without storing study content.
One product connects source intake, extraction, revision, practice, and essay writing.
2 source paths, 2 grading paths, and a 2-3-5-7 review schedule in production.
Administrators see exactly what the AI features cost, per account.
Desktop and mobile covered by Playwright tests, with shared API contracts across web and mobile.
GPT-5 nano. Text and vision extraction from articles and ePaper pages, plus essay feedback
OpenRouter. Model routing for AI requests
OpenAI. Model provider for extraction and feedback
RAG search. Optional answers grounded in past examination papers
Next.js, React Native, Shared API contracts
Cheerio article fetching, Account-level AI limits, Usage reporting
MongoDB
GPT-5 nano, OpenRouter, OpenAI, Optional RAG
Playwright testing
You need to pull useful information out of both text and image-based documents.
You want AI features with clear per-user cost controls.
Your product should turn raw reading into structured, reusable records.
Book afree call.
One call about one workflow. We talk through the scope, the timeline and the quote, then you decide.