Published by Justin Harris — Troponin Nutrition — March 2026 When I was a kid, the first Christmas present I remember was a microscope. Not because I wanted to be a scientist. Because I wanted to see what was actually there. You put a leaf under the lens, and suddenly there’s this entire architecture you never knew existed — cells, veins, structures that explain how the whole thing works. Same leaf. Completely different understanding. That’s what the last two days felt like. I’ve been coaching bodybuilders and athletes for over 25 years. I’ve helped hundreds of competitors step on stage. I’ve...
Most people are not failing in the gym because of effort. They show up, they grind, and they care about results. They fail because they’re guessing—guessing macros, guessing training volumes, guessing how to adjust when life gets in the way. TroponinIQ was built to solve exactly that problem: giving you instant access to over twenty years of Justin Harris’ coaching methodology, delivered through an AI that actually understands bodybuilding, strength, and real‑world constraints. When you sign up at TroponinIQ.com, you’re not just getting another generic chatbot. You’re getting an AI trained specifically on Justin’s systems for nutrition, contest prep, body...
If you train like a serious lifter, there’s a good chance your training is outpacing your nutrition. Intra‑workout carbs are one of those “boring” tools that quietly separate people who just train hard from people who actually keep progressing for years. Used correctly, they help you hold performance across sets, keep the pump longer, and recover faster between sessions. Most lifters understand pre‑ and post‑workout nutrition, but they ignore what happens during the session. That’s a problem, because heavy training is essentially a controlled stress test on your ability to manage fuel and fatigue. Your body runs primarily on stored...
TroponinIQ is a domain-specialized AI coaching system built on a simple premise: you don’t need to fine-tune neural weights to create expert-level AI. You need to engineer the knowledge base.
This post describes the architecture, the training methodology, and the scaling characteristics of what we call the SuperBot approach — a knowledge-base-as-trainable-substrate system that produces measurably better domain outputs than vanilla frontier models, at a fraction of the operational cost of traditional fine-tuning.