Tuff
A local-first command bar and desktop agent runtime with sandboxed plugins, typed capabilities and a TypeScript SDK.
Cross-platform releases, signed macOS delivery, plugin lifecycle and production-grade release gates.
RepositorySelected work · Current allocation
This is not a catalog of every repository. It includes only work with a defined role, evidence boundary, and allocation policy. Status describes investment — not users, revenue, or research results that do not yet exist.
Read the research thesisOnly these three lines receive unconditional new investment.
A local-first command bar and desktop agent runtime with sandboxed plugins, typed capabilities and a TypeScript SDK.
Cross-platform releases, signed macOS delivery, plugin lifecycle and production-grade release gates.
RepositoryA longitudinal program on incident-to-skill learning, memory governance, negative transfer and verifier-gated completion.
Task trajectories, failure reports, governed skills and external completion evidence.
OpenMultimodal generation systems built around identity, cost, payment, provider behavior and delivery provenance.
Immutable workflow versions, human review gates, provider accounting and recoverable production releases.
No public linkEach project has one external validation gate; missing the gate returns it to hold.
Context-aware reading, translation and vocabulary learning inside real web pages.
Public repository interest; learning effect and four-week retention still need measurement.
RepositoryA lightweight native menu-bar dashboard for time, calendar, system metrics and quick actions.
Developer ID signing, notarization, Homebrew distribution and Sparkle OTA are complete.
RepositoryA governed pipeline for SongSpec, candidate review, master approval and learning evidence.
Institutional demand, teacher review cost and real learning outcomes remain unverified.
RepositoryA mobile-first vocabulary system intended to test contextual learning and delayed recall.
Product and content assets exist; it stays private until provenance and experimental design are complete.
No public linkThese projects serve a focused bet. They do not become independent product lines by default.
A reusable delivery discipline for evidence-first engineering, releases and system operations.
First-party plugins and templates that exercise the same SDK and capability boundaries external authors use.
A Cloudflare email-to-HTTPS router with an administrative control surface.
Kept available as infrastructure; no independent growth investment without users.
RepositoryA long-running Paper ecosystem project containing machines, progression and deterministic world systems.
Preserved as a vertical engineering and content asset, not the primary company direction.
Repository