Before it
Reasoning models were expensive enough to reserve for hard problems.
The problem
Agents make many calls, so per-call reasoning cost compounds badly.
What it introduced
A small reasoning model cheap enough to call repeatedly, with tool use.
Why it matters
Cheap reasoning is what makes long agent loops economically possible.
What modern models inherit
Reasoning at a price point agents can afford.
What came next
The same logic drives the mini and flash tiers across all labs.