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Show HN: GlycemicGPT – Open-source AI-powered diabetes management

read original get Diabetes Management Glucose Monitor → more articles
Why This Matters

GlycemicGPT is an open-source AI-powered platform designed to assist diabetes management by integrating with existing devices like CGMs and insulin pumps. It offers real-time monitoring, pattern detection, and AI-driven insights, empowering users and caregivers with enhanced data analysis. While still in alpha, it represents a significant step toward more accessible, tech-driven diabetes care tools that can complement professional medical advice.

Key Takeaways

GlycemicGPT

Open source diabetes platform with AI-powered analysis at its core.

Because no one should manage diabetes alone.

Overview • Quick Start • Architecture • Roadmap • Development • Contributing • Support • Disclaimer

IMPORTANT SAFETY WARNING This software is NOT designed to replace your endocrinologist or healthcare provider. GlycemicGPT provides AI-generated suggestions only and should be used as a supplementary tool alongside professional medical care.

ALPHA SOFTWARE -- This project is under active development. It is functional and in daily use by the developer, but has not been broadly tested. Use at your own risk and always consult your healthcare provider.

Overview

GlycemicGPT is an open source diabetes platform built around AI-powered analysis. It connects directly to your CGM and insulin pump for a full standalone experience — real-time monitoring, daily AI briefs, pattern detection, conversational AI chat, and caregiver alerting. Already running Nightscout? GlycemicGPT can also pull data from your existing instance and add AI analysis on top, no changes required to your current setup. See the Relationship to other tools page for the honest comparison.

Currently supported devices:

Device Type Connection Status Dexcom G7 CGM Cloud API Verified Tandem t:slim X2 Insulin Pump BLE (direct) + Cloud API Verified Tandem Mobi Insulin Pump BLE (direct) + Cloud API Protocol-compatible (see note)

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