These agents are not generic AI tools. Each one is trained on the scoring logic and methodology that drives Yasmin's live instruction.
Instant FRQ & Essay Scoring Intelligence
Submit any AP free-response or essay and receive structured feedback aligned to CollegeBoard scoring rubrics. The Logic-Bot applies the DAC Framework™ to identify exactly where points are lost and why.
Academic Performance Tracking Agent
An automated performance monitoring agent that tracks student progress across sessions, flags regression patterns, and generates weekly diagnostic summaries for students and parents.
On-Demand Academic Support Agent
A conversational AI agent available outside of session hours for concept clarification, practice problem walkthroughs, and DAC Framework™ guided review. Always on, always on-brand.
Name TBD — In Development
A new agent currently in development. Details will be announced when ready. Join the list below to be notified first.
Name TBD — In Development
A new agent currently in development. Details will be announced when ready. Join the list below to be notified first.
These are the tools Yasmin uses daily to run her academic practice and build her AI agent products. Some links are affiliate links — they cost you nothing extra and help support this work.
The AI model behind the Y Factor Logic-Bot. Unmatched for nuanced academic reasoning, FRQ analysis, and long-form synthesis.
Visit Claude →The automation backbone. Used to build the workflow pipelines that power student performance tracking and parent update systems.
Visit n8n →Conversational AI infrastructure used for deploying student-facing chat agents with structured academic logic.
Visit Aminos →Rapid AI-assisted web app development. Used to prototype and ship student-facing tools without a traditional dev cycle.
Visit Lovable →Open-source backend for database, auth, and real-time features. Powers the data layer behind student tracking agents.
Visit Supabase →Affiliate Disclosure: Some links on this page are affiliate links. If you purchase through them, Yasmin may earn a small commission at no additional cost to you. She only recommends tools she actively uses in her own practice.
Start with the Academic Strategy Audit.