Working on Coach as Bug Reporter day to day is mostly small decisions: what to ship, what to defer, what to delete.
Definition. Giving the coach a tool to file tickets on behalf of the user.
This idea was first written down by Rami in the backlog your users write.
For Coach as Bug Reporter, the relevant questions are operational. Where does the loop close? What costs more time than money? Where is the audit, and where is the judgment?
What this looks like in practice
"Coach as Bug Reporter" started as a description of something Rami was already doing, then it became a deliberate pattern. The shift from accidental to deliberate is the interesting part.
Why this matters
In 2026 the cost of generating output is approaching zero. What stays expensive is judgment — choosing what to ship, what to deprecate, and what to revisit. "Coach as Bug Reporter" is a frame that aims that judgment at the right surface.
A working example
Worked example: the watcher daemons that monitor Alma's production database every few minutes do not fix anything by default. They produce investigation markdowns. Whether the next step is automatic or human depends entirely on how "Coach as Bug Reporter" resolves for that class of bug.
Three of the five objections I think are manageable. Two of them are genuinely existential.
— Rami Alhamad, five objections to ai
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.