A GLP-1 changes hunger, glucose, weight, and energy at once. AI helps you read all four signals together — your data, your decisions.
GLP-1 receptor agonists (semaglutide, tirzepatide and the rest) shift appetite, gastric emptying, glucose, and body composition simultaneously. Done well, the response is rich and trackable. Done blindly, you only see the scale.
Most people on a GLP-1 watch one number — weight — and miss the rest. The prescriber sees you for ten minutes every few weeks. Brand apps push generic tips and don't connect dose, side effects, food intake, training, sleep, and labs in one place.
Get a sourced, calm explainer on what the trial evidence actually shows for semaglutide and tirzepatide on weight, HbA1c, blood pressure, lean mass loss, and side effects — separated from marketing language.
Build a personal GLP-1 ledger: weekly dose, weight, waist, fasting glucose if available, protein intake, training, sleep, mood, and side effects (nausea, reflux, fatigue, constipation). One place. Yours.
Run focused 4-week tests around the things that actually move outcomes on a GLP-1: protein floor, resistance training frequency, hydration and electrolytes, eating window. AI helps design the test and read the result.
Paste any of these into the AI chat tool you already use. No setup.
I'm pasting 12 weeks on a GLP-1: weekly dose, weight, waist, average daily protein, training sessions, and a 1–10 nausea score. Show me my real weight trend (not weekly noise), the dose at which side effects spiked, and any plateau point. No medical advice.
Design a 6-week protocol focused on preserving lean mass while losing fat on a GLP-1. Define a daily protein floor in g/kg, a minimum resistance-training frequency, and weekly check-ins I can actually run. Flag what I should escalate to my prescriber.
Here are 60 days of food log entries and a 1–10 nausea/reflux score. Identify which meals, timings, or volumes most reliably trigger side effects for me, and suggest 3 small experiments to reduce them.
No. That is a medical decision between you and a prescriber. AI helps you arrive at that conversation with cleaner data, better questions, and a clearer view of how your body is actually responding.
Use a private session, paste only the rows you need, and avoid putting your name or full identity into the chat. The course explains the exact privacy hygiene we recommend for sensitive medical data in the EU.
The method is the same — dose, response, side effects, body composition, labs. The drug specifics are between you and your prescriber.
No, and we'd argue against trying. A GLP-1 changes a lot at once. AI is excellent for between-visit pattern recognition; clinicians remain central for diagnosis, dosing, and safety.
Everything we’ve published that touches this topic — refreshed automatically as new entries ship.
GLP-1 without the brand app
GLP-1 medications shift weight, glucose, energy, and side effects together. Use AI to keep one honest ledger across all four — without the brand app.
Personal longevity analytics, without the dashboard
What longevity analytics really tracks, the four signals that compound, and why the right interface is a long-context AI — not another dashboard.
What ChatGPT is good and bad at for mental health support — an honest framework.
An honest framework for using ChatGPT for mental health support: what it is genuinely good at, where it is dangerous, and a four-line script to keep a thread safe. Not therapy. Not nothing.
Giving up one more nutrition tracking app.
Most people quit nutrition apps not because they lack discipline, but because the app asked the wrong question. Here is what to keep, what to delete, and the one document that replaces all of them.
The dual-lab interpretation pyramid
Stop choosing between conventional and functional medicine ranges. Read your labs through three lenses in order: clinical, functional, personal. The pyramid that prevents both panic and complacency.
Three free chat tools, three different jobs
Perplexity for research, Gemini for ledger, ChatGPT for protocol. Why we picked these three, what each is uniquely good at, and what to swap if any of them changes.
Automated Health Data Flow for a Busy Executive
A streamlined system for health data collection and analysis improved decision-making for a demanding schedule.
The reader who deleted the fifth nutrition app and kept the noticing
A busy parent stopped re-downloading food trackers, swapped them for a one-page ledger and a Sunday read with a free chat tool — and finally saw the pattern the apps had been hiding for two years.
Computer Vision Unlocks Deeper Nutrient Insights
A practitioner refines dietary recommendations by leveraging image analysis to quantify food intake with greater precision.
Enhanced Nutritional Insight for Individual Wellness
An individual leverages automated data flows to refine dietary choices and improve well-being.
Activity Trend Recognition for Personalized Energy Management
An individual leverages automated data synthesis and pattern identification to inform daily routine adjustments for sustained energy.
Bridging the Gap Between Movement and Pain Thresholds
A physiotherapist integrated visual analysis to refine client recovery protocols.
AI Health Stack
A personal, tool-agnostic system that uses three free general-purpose AI chat tools as one coordinated health intelligence layer.
Evidence Hierarchy
A simple ranking (RCT > meta-analysis > observational > expert opinion > anecdote) used inside every AI prompt in the stack.
Personal AI
AI used by an individual for their own thinking — not as a product they pay for, but as a method they own.
Longevity Analytics
Applying the AI Health Stack to long-horizon biomarkers — labs, body composition, HRV, training load — over months and years.
AI for Training Load
Use AI to read your weekly training data and your recovery markers together — and stop wrecking yourself by accident.
AI for Stress
Your HRV, sleep, and resting HR already record your stress. AI helps you read them — and design a response that actually fits your life.
AI for Longevity
Skip the guru subscriptions. Use AI to read the longevity literature, your own labs and data, and build a focused protocol that fits your life.
AI for Weight
Daily weight is mostly noise. AI helps you read the trend across months, separate water from fat, and stop reacting to the wrong signal.
The free 10-day email challenge teaches the same method on whatever data you already collect. No credit card.