Controlling AI spend once it stops being a toy
Nobody's first AI bill is a surprise. It's the fourth one.
The demo cost pennies,
the pilot cost lunch money,
then you wired it into production and the invoice grew a second digit 📈
Here is what almost nobody checks: the money is rarely in the number of calls. It's in what each call is carrying.
A conversation re-reads everything above it on every turn. An agent that loops six times pays six times. A whole file pasted in when four functions mattered pays for the rest of the file forever.
And the biggest one: using the strongest model for jobs a small one would finish faster.
I wrote up where the money goes, the patterns that cut it without cutting quality, and the guardrails that stop a runaway job billing for three hours while you sleep.
Including the part most cost guides skip: when spending more is simply the right call.
Free. No email wall.
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