Shy students, brave discussions
Agent-led Socratic circles as rehearsal before speaking with peers.
[Episode coming — link when published]Instructional design × AI × Learning
Design how people learn.
Instructional and learning-system design for founders and growing teams. Built like real education.
Onboarding, training, courses and AI tutors, designed by an educator with twenty years in the room. Edge Cases is where we test new ideas, in public.
Edge Cases — the series
Case files from the edge of learning.
A real learner scenario, the design move, and what happened. Evidence over enthusiasm.
One graph, five outputs
One lesson knowledge graph becomes slides, a script, a practice set, a tutor and a test.
[Episode coming — link when published]A patient partner for speech
Conversation practice for language learners and communication goals.
[Episode coming — link when published]Work compounds
Your work shouldn’t disappear when the lesson ends.
- 1Learn
- 2Make
- 3Use
- 4Reflect
- 5Improve
Over time, useful professional context should accumulate instead of vanishing into folders, tabs and forgotten chats.
Field notes
Thinking out loud.
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For founders, learning designers and curious educators. Teachers: the community is this way ↗