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Rewrites on React, Node.js, TypeScript and AI. A translated body is shown when it exists. If it does not, you see the English text and a note that says so.
Tagged: education
Adaptive Teaching Agent in LangGraph: Learner State, Routing, Human Review
A design for a LangGraph tutor that tracks learner state, routes between remediation and advancement, grounds answers with RAG, and escalates to human reviewers.
7 min readBuilding a Multilingual Campus Helper That Answers Only From Trusted Data
A student-support assistant using Gemini, retrieval scoring, and source citations in English, Tamil, and Sinhala, plus how it refuses to invent missing answers.
7 min readFifteen ChatGPT Prompts That Turn It Into a Real Study Partner
Use fifteen reusable prompts for quizzes, study plans, flashcards and error review, and learn how to add context so ChatGPT helps you learn instead of just answering.
5 min read
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