#edtech articles | Hashnode

Supademo: A First Look at Interactive Product Demos

Overview I stumbled across Supademo on a colleague’s website, where an interactive demo was embedded right on the page. Having built simulations by hand, I was curious whether a tool like this could s

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Nash Hasan2d ago · 10 min read

Beyond Prompt Writing: What an AI-Fluent Graduate Must Actually Demonstrate

Higher ed AI fluency is the demonstrated ability of a university graduate to conceptualize underlying foundation model architectures, conduct rigorous disciplinary error auditing, and verify non-deter

blog.edtechniti.com

uniexamer3d ago · 9 min read

How We Built UniExamer: Admission Test Practice That Only Says What It Can Source

UniExamer (uniexamer.com) is an independent practice platform for university admission tests. It covers the Bocconi Online Test (bachelor, law and master's forms), CISIA TOLC-E, TOLC-F and TOLC-I, the

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uniexamer3d ago · 12 min read

Engineering UniExamer: 7 Technical Challenges Behind an Exam Practice Platform on Next.js and Cloudflare Workers

UniExamer is a practice platform for university admission tests, including the Bocconi Online Test, CISIA TOLC, Politecnico di Torino TIL, Digital SAT, Enhanced ACT, LSAT, GMAT and GRE. It's built wit

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Coda One3d ago · 5 min read

A Detector Score Is a Classifier Output, Not a Verdict: Reading AI Detection Like an Engineer

Imagine a teacher sees a hypothetical "87% AI" on a student's essay. It reads like a measurement. It is not. It is the output of a classifier built on proxy features, with a threshold someone chose, e

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Nash Hasan3d ago · 6 min read

Stop Overpaying for Frontier Intelligence: How Dynamic Routing Optimizes Campus AI Inference Costs

Dynamic Pareto routing reduces campus AI inference costs by up to 82% by measuring query entropy in real time and delegating transactional higher education workflows to lightweight models while reserv

blog.edtechniti.com

Avenotech TeamOct 21 · 21 min read

Custom LMS Development: Cost, Timeline and When to Build vs Buy (2026)

Get three quotes for a custom LMS and you may well get three numbers that look like they belong to different products: $15,000, $90,000 and $300,000. None of the vendors has to be lying. "Custom LMS"

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Hamza BildenOct 18 · 2 min read

Hi, I'm Hamza Bilden: 17-Year-Old AI Researcher, TÜBİTAK Winner, and TEKNOFEST Finalist

Hello Hashnode! I am Hamza Bilden, a 17-year-old high school student, independent researcher, and system builder based in Ankara, Turkey. Welcome to my blog, where I will share my journey in artificia

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vasundhraOct 19 · 7 min read

Building a Language Learning App Like Duolingo: Features, Architecture, and Development Costs

Language-learning apps have made education more accessible by breaking complex subjects into small, manageable learning sessions. Instead of asking users to spend an hour studying, they encourage cons

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Ankit KaranOct 18 · 3 min read

Designing an Event-Driven Architecture for Campus ERP Systems

Building administrative management software for physical organizations poses unique technical challenges: intermittent IoT connectivity, bursts of concurrent transactions during narrow morning timefra

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