Ideas
Tools and protocols under Baniloo Labs, and a handful I build on my own — from open protocols and research to apps and things shipping this month. All documented as they get built.
AI-powered ops intelligence that lives in your terminal. It watches your deploys, git, and logs — and when something breaks, it correlates the events and tells you why, using whatever AI you already have. Local-first, no SaaS.
An open protocol for validating claims. A reputation-weighted validator network produces permanent, tamper-proof verdicts on falsifiable assertions — without storing content or owning the truth.
A protocol for patient-controlled medical records — portable, interoperable, and built without requiring hospitals to cooperate first.
A real-time fan reaction app for FIFA World Cup 2026. Pick your team, react as the match unfolds, watch a live world map show where everyone is feeling it.
A pay-per-use gym and fitness venue app. Walk in, scan a QR, train, scan out. No memberships. A full session lifecycle with wallet tokens, venue discovery, and a gym owner portal.
A personal life management and task tracker. Kanban, calendar, a Today view that tracks momentum and drift, recurring tasks, multiuser Spaces, and Streams.
Master's dissertation in AI & ML. Federated learning for Long-Term Care facilities — predicting skilled nursing needs without ever moving patient data off-premises.
Exploring how the world will move from video-based learning to AI-influenced learning maps.