chippyValidate your learning assistant before writing code
Build a working prototype, collect real user interactions, run evals to measure quality, and hand off production-ready specs to engineering.
Think: Coursera, Duolingo, Khan Academy
Help me learn Python for data science
I found the perfect course to get you started:
Python for Data Science
See what's possible
Real prompts, real widgets, real interactions
Find Python courses for beginners
Start the next lesson
Show my progress
From prototype to production
Chippy gives you a complete workflow: build, test with real users, measure quality, and hand off to engineering.
Build
Create course discovery, interactive lessons, and progress tracking—with quizzes and adaptive learning paths.
Collect
Share with stakeholders and real users. Track learning patterns, completion rates, and knowledge gaps.
Eval
Run evals to measure learning outcomes, engagement rates, and content effectiveness. Identify what works.
Handoff
Export MCP schemas, curriculum structures, and assessment specifications. Engineering gets a clear blueprint.
What you can build
Create fully interactive prototypes that work inside ChatGPT. Real widgets, real data, real user testing.
Conversation Logs
Every user interaction captured and searchable
Usage Analytics
Track patterns, drop-offs, and user behavior
Quality Scores
Run evals to measure and improve accuracy
Export Everything
MCP schemas, specs, and data for engineering
Ready to validate your idea?
Build a working prototype, collect real data, and prove it works—before engineering writes a line of code.
Explore other use cases
Travel & Hospitality
Help users discover flights, book hotels, and plan complete itineraries through natural conversation.
Food & Delivery
Enable users to browse restaurants, customize orders, and track deliveries in real-time.
Real Estate
Let users search properties, view listings on maps, and schedule tours with agents.