Where Ideas Wake Up
Morning Monkey is a launchpad for my personal projects. A web of infrastructure, code and data. Discover what Iβm building next.
Where Ideas Wake Up
Morning Monkey is a launchpad for my personal projects. A web of infrastructure, code and data. Discover what Iβm building next.
Where curiosity meets creation
The Challenge: The Loop Project is a miracle for Type 1 Diabetics, allowing the freedom to build a DIY artificial pancreas. The Loop project documentation is vast, technical, and complex. For many users, navigating the documentation feels overwhelming.
The Solution: Meet Emanuel, an AI powered documentation helpful assistant designed to make the Loop journey a little more manageable.
The Challenge: Living with a closed-loop system generates massive amounts of data. While Nightscout captures every heartbeat of the system, interpreting millions of data points stored in MongoDB is overwhelming. Most users can see what happened, but they struggle to understand why, or how to tune their system for better results.
The Solution: Meet The Insight Team. A suite of specialized AI agents that don't just read chartsβthey investigate them.
Hanna looks at the long game. She analyzes weeks of data to answer, "How is it going?" She identifies macro-trends in time-in-range and glucose variability, helping users step back from the daily noise and see the bigger picture.
Cora investigates the "Human Factor." She correlates meal entries with glucose spikes to find patterns. Is the carb ratio off for breakfast? Are meals often unannounced? Cora spots the behavioral habits that affect the algorithm's performance.
Benny is all about the math. He validates your ISF (Insulin Sensitivity Factor) and Basal rates against actual performance. If the system is constantly fighting high blood sugar at 3 AM, Benny suggests specific setting adjustments to help the Loop run smoother.
Building a sustainable and intelligent ecosystem.
Our roadmap includes advanced AI integration, community-driven data sets, and open-source tools to empower everyone.