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I am building an AI-native tool that would speed up circuit design 100x.
Episodic-memory firewall for care agents: recall only what the patient consented to, verbatim, with a provenance trail.
Findly is an AI-powered file search engine that lets you find files using natural language. Describe what you need, and Findly instantly surfaces the most relevant results from your files.
Stepwise: tutorials that follow you back. It turns any YouTube video into a coach that watches your hands, speaks each step and tells you the moment that something goes wrong.
How would you like to wake up refreshed and without the blaring alarm clock? Flatline tells you when to go to bed so you can wake up after 5 natural sleep cycles
Lectures are normally influenced by lecturers who don't have an idea of their student's knowledge. What if students solved that with the power to influence their lectures?
A delivery agent that has to keep score before it may merge on its own.
A way to track analyze differences in EMS response across 5 different zones in Queens.
A consent-based Alexa+ outreach prototype that helps people recover from stalled goals, re-engage safely, and confirm an updated plan.
Human-triggered GitLab Duo evidence review for multilingual care text and synthetic shift replay, with cited CI results and a separate human release decision.
Explore and discover locations across the world and encourages people to go outside while also connecting them with a global community in an activity similar to geocaching.
Where Legends Are Born. A competitive esports tournament platform where players track matches, explore leaderboards, discover teams, and compete for championship glory.
The music social app: a live map of music events and the people going, with group chats built around the music you love.
avoid bugs attacking your webpage while you sleep and help improve user experience by seeing bugs fixed in real time
Your fitness, personalised to today.
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AI tutor that teaches Grades 8-12 CAPS in Zulu + English via Alexa+ & Fire TV. Built on phone for low-data learners in KZN. Free for all.
AI agents never hold PayPal credentials: a policy + evidence gate that moves real PayPal money only when the page proves the price, with a signed receipt for every decision.
Your very self-conscious laptop awakens
Diff your agent's intelligence.Every time you change an agent's memory, retrieved context, or instructions, BrainDiff evaluates whether that change improves or degrades performance on real tasks.
Agree the scope. Freeze the quote. Verify the deposit.
A real MCP server (spec 2025-11-25, Streamable HTTP) that gives Alexa+ persistent long-term memory via a knowledge graph.
Read-only Ring fleet policy: see configuration drift, inspect evidence, and document every exception.
