Darren Hayes

Darren Hayes

maker, builder, and learner.
#91059821 follower8 following
#20,648Last year
21 KP
kubernetesWorkBeaverWindsurf
+10 stacked products

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Forums

GraphBitp/graphbitMusa Molla•

7mo ago

The most dangerous failure in AI is the one you don’t measure

Here s something uncomfortable I ve learned building AI agent systems:

AI rarely fails at the step we re watching.

It fails somewhere quieter
a retry that hides a timeout,
a queue that grows by every hour,
a memory leak that only matters at scale,
a slow drift that looks like variation until it s too late.

Most teams measure accuracy.
Some measure latency.

GraphBitp/graphbitMusa Molla•

7mo ago

The most dangerous failure in AI is the one you don’t measure

Here s something uncomfortable I ve learned building AI agent systems:

AI rarely fails at the step we re watching.

It fails somewhere quieter
a retry that hides a timeout,
a queue that grows by every hour,
a memory leak that only matters at scale,
a slow drift that looks like variation until it s too late.

Most teams measure accuracy.
Some measure latency.

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