Explore AI applications, developer workflows and backend experiments. Every project connects to source and explains what it does today.
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Product application
MK QuizFlow
Turn study notes and text-based PDFs into editable quizzes and flashcards.
Notes → extraction → questions → local practice
Next.js · TypeScript · IndexedDB · Vercel AI SDK
Inspect implementation & limits
Browser-side PDF extraction and IndexedDB persistence, with deterministic Quick mode and optional AI generation. Includes exports and keyboard controls.
Current limits: Quick mode uses heuristics. Scanned PDFs need OCR; cross-device account sync is not included.
Developer workflows
AI Assistants Ecosystem
Organize reusable instructions, skills and working conventions for AI coding assistants.
Shared mission routing, GET /health and POST /run endpoints, CLI entry point, contract tests and lazy Anthropic client initialization.
Current limits: Connecting routed missions to Claude Messages API calls remains on the roadmap. This is an adapter experiment, with no hosted demo promised.
Delivery infrastructure
Portfolio Time Router
Connect five specialist portfolios through one identity and domain.