Notes from
the UpperCurve
Practical writing on AI, careers, building, and growth — from mentors and the UpperCurve community. No hype, no fluff.
Featured posts
Agentic AI in Education, Explained Without the Hype
A chatbot answers the question in front of it. An agent works toward a goal: it plans, uses tools, checks its own work and comes back later. Here is what that difference means in a real course.
From Tutor Bot to Learning Agent: AI That Teaches Instead of Tells
Handing learners instant answers feels helpful and quietly stops them learning. A good learning agent plans practice, asks before it explains, and remembers what you got wrong last week.
Your First Agentic Workflow: Assignment Feedback for a Course Team
A step-by-step look at building a feedback agent that reads submissions, applies your rubric and drafts comments — while a mentor stays in charge of every grade.
Discover our posts
Agentic AI in Education, Explained Without the Hype
A chatbot answers the question in front of it. An agent works toward a goal: it plans, uses tools, checks its own work and comes back later. Here is what that difference means in a real course.
From Tutor Bot to Learning Agent: AI That Teaches Instead of Tells
Handing learners instant answers feels helpful and quietly stops them learning. A good learning agent plans practice, asks before it explains, and remembers what you got wrong last week.
Your First Agentic Workflow: Assignment Feedback for a Course Team
A step-by-step look at building a feedback agent that reads submissions, applies your rubric and drafts comments — while a mentor stays in charge of every grade.
Careers in EdTech When Agents Do the Busywork
As AI agents take over scheduling, first drafts and routine support, the valuable work in education shifts. These are the roles growing around it — and the skills to start building now.