Tech
The safety layer that had never run
I spent a week building a system whose entire argument is that an AI agent cannot
spend more than you authorised. Then, four days in, I found that the most novel
part of it had never executed. Not once.
What I built
Pocket Change gives AI agents bounded, auditable spending authority. You sign one
ceiling. A task decomposes into as many agents as it takes — 121 in one run — and
each one is handed a Biscuit capability token strictly narrower than its parent's.
Blocks are append...
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