Turning Dense Math Notes into Commute Podcasts
Building audio from mathematical notes meant translating formulas first, then discovering that a valid recording could still be far too long.
Tutor Diagnosis & Hint Generator
Get a hint, examine an attempt on separate reasoning criteria, and compare another solution without treating it as a final verdict.
•
1 min read
Multi-Agent Development Workflow
Coordinate AI-assisted work through explicit task handoffs, isolated working copies, and human-controlled integration.
•
1 min read
Audio Generator
Turn notes into spoken episodes, translating mathematical notation into language a speech engine can read.
•
1 min read
Resume Manager
Tailor a resume from a maintained record of experience, preserving fixed details and saving checks alongside each application.
•
2 min read
Video Lecture Notes
Turn lecture videos into searchable study notes, while keeping the limits of grouping, coverage, and timestamp references visible.
•
1 min read
Problem Generation Sub-Agent
Generate extra course-style practice questions and worked solutions, checking the requested method separately from the answer.
•
2 min read
Problem Corpus Extraction
Collect scattered exercises while preserving the difference between a question, a student attempt, and a checked answer.
•
1 min read
Visualization Sub-Agent
Add an interactive mathematical plot to a sourced explanation, using a prepared template or generated chart code.
•
1 min read
Journal Discovery Pipeline
Find papers for a research question, obtain available full text, and keep a clear handoff for papers that need library access.
•
2 min read