INFRA● Prototype
RAP Assurance (Reddi Agent Protocol Assurance) is an open, integration-first receipt and conformance layer for paid MCP/API and agent work.
as of 16 Oct 2026
Claim boundary
Local/offline SDK primitives; not production/mainnet/live settlement evidence.
OPEN SOURCE● Live
A community course on OpenClaw's architecture, codebase and internals: 10 modules, 33 lessons (as of 16 Oct 2026). Open source.
as of 16 Oct 2026
INFRA● Internal
Routes work between local and cloud models in the lab's own workflow, using task-specific evaluation and promotion gates. Internal system; no public repository.
as of 16 Oct 2026
RESEARCH● Published
A small comparison of free local text-to-speech models against a paid cloud baseline: 10 English prompts, method and results published. Enough for a pattern, not a statistical claim.
as of 16 Oct 2026
PRODUCT● Live (trainer) / In progress (platform)
Interactive OAuth 2.0 exercises (authorization code, PKCE, client credentials, token refresh), learned by doing.
as of 16 Oct 2026
PRODUCT● Live
Free AI pitch feedback: paste a pitch, get structured investor-style critique. Open source.
as of 16 Oct 2026
INFRA● Live demo
SandSync: an offline-first AI storytelling app built for the PowerSync AI Hackathon 2026.
as of 16 Oct 2026
RESEARCH● Active research
Task-aware model-routing research: 1,063 runs across 9 task types, 6 models and 4 strategies (as of 16 Oct 2026). Finding: no single model wins across all task types.
as of 16 Oct 2026
OPEN SOURCE● Live
A hands-on observability course: OpenTelemetry, Langfuse and LLM-native monitoring, 10 modules and 30 lessons (as of 16 Oct 2026). Open source.
as of 16 Oct 2026
PRODUCT● Prototype (2025)
A Solana Dutch-auction ticketing prototype (2025): fans bid as the price falls, and a randomly selected clearing time sets the final price.
as of 16 Oct 2026