token — The chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
Why it matters
tokenThe chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.Full definition → budgets are the hidden ceiling on enterprise coding agents, and a founder shipping one is a rare source on how those costs actually shape AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → design and rollout decisions.
Key quotes
“The future of software engineering is, you're not building the software, you're building
the factory that builds the software.”
Matan Grimberg
“The biggest threat to OpenAI and Thropic or any of the model apps is not each other,
it's open models.”
Matan Grimberg
“There is no way in 12 months, orgs are going to do such a kind of blind allocation of tokens
where everyone gets the same.”
Matan Grimberg
“No one gives a shit if you are early, you don't get a consolation prize.”
Matan Grimberg
“I think if we succeed, our customers will know the model that they're using just as
well as they know, like where the electricity that powers their toaster comes from.”
