Engineering

4 min read

Let your agent pay for its own compute

Written by

Molten

Give an agent an API key with a spend cap, and it rents, runs and stops GPUs on its own.

Write the tests first

We build the evaluation suite before the agent: a golden set of real cases, a set of adversarial ones, and a clear definition of a pass.

Golden sets

Fifty to two hundred real examples, labelled by the people who do the work today. This is the bar the agent has to clear.

Adversarial cases

Ambiguous inputs, missing data and edge cases your team has seen once a year. If it fails these quietly, it isn’t ready.

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