Resources
Panels, workshops, articles, and tools to help you build
AI Agent Architecture 101: Choosing the Right Stack for Your EdTech Build
A practical guide to designing AI architectures for EdTech — why most products fail at the system level, and how to pick models, RAG, and orchestration that actually support real learning experiences.
Building for Every Learner: A Technical Guide to Accessible AI in Education
Why accessibility is an architectural decision, not a feature — and how multilingual models, speech interfaces, voice synthesis, and inclusive design reshape educational AI from the ground up.
From Demo to Deployment: What Makes an AI Tutoring Agent Actually Work in a Classroom
A polished hackathon prototype is not a classroom tool. Why the gap between demo and deployment is wider than most EdTech builders expect — and a practical pilot-readiness checklist for closing it.
The 40% Problem: How AI Is Reclaiming Teachers’ Time From Administrative Work
How AI is quietly reducing the administrative load on educators — from assessment and rubric generation to progress reporting — and giving teachers back the hours that matter most.