Roadmap

Shipped in the current build

• Browser workspace in origin-private storage
• Direct folder connection on supported Chromium desktop browsers
• Canonical Markdown/JSON topic structure
• ZIP import/export
• Conflict-safe proposals and dated update logs
• Local source library for pasted text, Markdown/text files, and unfetched URL references
• Consent-gated Microsoft Learn catalog and English Wikipedia research with preview-first source capture
• Preview-first curriculum import for English Microsoft Learn study guides and structured Markdown syllabi
• Interactive Markdown roadmap progress, explicit topic status, and deterministic Today summaries
• Sanitized Markdown, wikilinks, and a strict Mermaid rendering path
• Offline application shell
• Loopback-only local companion security foundation

Planned—not built

• Arbitrary remote-page fetching and readability extraction
• PDF and other non-text document import
• Ollama discovery and source-bounded transformations
• Model capability probes
• Chat-to-TUTOR.md diff editing
• Optional generated review schedules and recap suggestions
• Key-based or general-purpose search adapters

There is no commitment to a hosted backend, accounts, telemetry, paid API, or always-running background process.