Articles

Everything published on Aqvil

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Featured2 min read

Prompt caching, request batching and a routing layer did more than any model swap. Here is what we measured, in order.

Featured1 min read

Eighteen months in, the costs and benefits side by side. Not a recommendation either way.

Featured1 min read

The survey reports that get cited for years are built differently from the ones that get read once and forgotten.

Featured1 min read

We built a lead scoring model, sold it as a core feature, and shut it off eight months later. Here is what replaced it.

Analysis1 min read

We have audited over 60 companies that believed MFA was fully enforced. Fewer than ten actually were.

Featured1 min read

Our agent could technically approve these on its own. The data on why we still do not is more interesting than the policy.

Analysis1 min read

We assumed our incident response was fine because nobody complained. The data said otherwise.