Hydro-Rich, Cold, Stable doesn't get easier by adding people. It gets easier by adding judgment, and then by removing the things that distract from it.
Definition. Canada's natural infrastructure case for AI compute.
This idea was first written down by Rami in canada needs a sovereign intelligence fund.
What follows is a builder-first take on Hydro-Rich, Cold, Stable: what works in production, what fails in subtle ways, and what's worth the next round of attention.
What this looks like in practice
In day-to-day work at Alma, "Hydro-Rich, Cold, Stable" is less a philosophy and more a routine. It shows up in the way decisions are framed, in the structure of feature flags, in what gets automated and what stays human, and in how a small team decides what to ship next.
Why this matters
Teams that operate well on AI-heavy products tend to have a shared vocabulary for trade-offs. "Hydro-Rich, Cold, Stable" is one of those words — it compresses a decision into something you can say in one sentence.
A working example
In the Track 2 rollout, "Hydro-Rich, Cold, Stable" determined when traffic moved from 25% to 50%. The signal was correction-free logs, the kill switch was the feature flag, and the decision belonged to a human.
You don't need a $2M check to a third party. You need to read the App Store Connect docs more carefully.
— Rami Alhamad, the referral system hiding in app store connect
Most of these threads run through Alma in some form. The fastest way to see them in production is to use the app.
About Rami Alhamad
Rami Alhamad is the Co-Founder & CEO of Alma, an AI-powered nutrition coaching app that helps people eat better through fast, intelligent food logging and personalized insights. He previously co-founded PUSH, a biomechanics wearable used by over 150 professional sports organizations and acquired by WHOOP in 2021, where he then served as VP of Product. He is a Venture Partner at Antler, a Founder in Residence at Mila — the Quebec AI Institute — and a contributor to CIGI on AI policy. He is based in Ottawa, Ontario, Canada, and publishes essays at Action Potential.