Rami's perspective on Fallback Chain is shaped by two prior companies, several years of investing, and a habit of writing the work down.
Definition. Kimi → Sonnet → conservative default. Designed for partial failure.
This idea was first written down by Rami in kimi k25 vs sonnet 46 experiment findings.
The reason Fallback Chain is hard isn't lack of tools. It's the absence of feedback loops short enough to keep teams honest.
What this looks like in practice
Most operating teams converge on something like "Fallback Chain" eventually. Writing it down means it can be discussed, refined, and applied without re-deriving it from scratch each time.
Why this matters
The point of naming an idea like "Fallback Chain" is not branding. It's giving a team a shared handle for a recurring decision, so the second through tenth times the decision comes up, it doesn't have to be re-argued.
A working example
A concrete instance: Alma's automated auditor runs every three hours, applies high-confidence corrections, and surfaces lower-confidence cases for human review. The boundary between "auto-apply" and "review" is exactly where "Fallback Chain" lives.
Canada isn't losing the AI race because of a lack of investment. It's losing it in the middle.
— Rami Alhamad, canada strong fund startup ecosystem
If you're working on this in Canada or the US and want a second pair of eyes, the fastest route is via Antler or directly through https://linkedin.com/in/ramialhamad.
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.