LogosCat Language Teacher
Meet Your Personal Language Teacher: Introducing LogosCat's
AI-Powered Homework Feature
Learning a language is not just about translating words — it is about internalising them, practising them, and understanding where you went wrong. LogosCat has always been the workspace where serious language learners do their daily reading and translation work, and now it takes a decisive step further: an AI-powered personal teacher that turns every study session into structured, graded homework.
After you finish a session in your workspace, LogosCat analyses exactly what you worked on — the sentences you translated, the words you marked as hard, the vocabulary patterns in your texts — and builds a personalised homework package delivered straight to your inbox. No generic exercises, no one-size-fits-all drills: every task is constructed from your actual session content, in your actual study language.
The homework you receive is not a single exercise but a configurable combination of three task types: translation sentences drawn from your session context, gap-fill exercises targeting each hard word you marked, and translate-back challenges using the output languages you work with every day. You choose the difficulty by selecting which tasks to include, and LogosCat assembles them all into one coherent email.
When you reply with your answers, the teacher does not just mark them right or wrong — it provides a detailed, written explanation of every decision, pointing out exactly which grammatical rule you missed, which word you confused, and what the correct form looks like, so you actually learn rather than just score points.
Every submission is graded from 0 to 100, and the grade comes back to you in a beautiful "Homework Grade" email that reads like feedback from a real tutor — complete with per-exercise commentary, identified knowledge gaps, and individual word mastery scores.
All grades, all feedback, and all your answers are persistently stored so your learning history is never lost, and a full progress review interface is already on the roadmap to let you look back and measure your growth over time.
The system is designed to be completely non-intrusive: it runs quietly in the background, detects when a session has gone quiet, and only sends homework when there is something meaningful to work on — never spam, never repetition.
This is only the beginning of the teacher realm in LogosCat. Coming next: grammar rule explanations tailored to your errors, spaced-repetition scheduling so the hardest words come back at exactly the right moment, multi-session progress tracking with mastery curves, and eventually a full LangGraph-powered teaching agent that can hold a structured lesson conversation with you in any language.
The vision is ambitious: LogosCat is not just a translation tool — it is becoming a complete language learning companion that watches how you work, understands what you struggle with, and actively helps you close the gaps.
Your workspace sessions are no longer just history. They are lessons. And now, they come with homework.
