Blog
Notes from making any AI cheaper and more reliable.
Engineering, benchmarks, and what we learn along the way.
A working copilot on your site, from zero
The whole path from having nothing: sign up, point a command at your repo, create an agent, paste a snippet. About fifteen minutes, no backend, no key in the page.
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Security by construction
The security world agreed you cannot fully stop people from tricking an AI agent. We agree. So we built for the day it happens.
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Deterministic execution, resolved at runtime
The closed beta is open. Sioma compiles your systems into a model agents resolve against: deterministic steps, no LLM in the hot path, the same answer every time.
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The exploration tax
We ran the same agent on the same model, with and without a compiled domain model. It spent most of its budget not doing the work, but figuring out how.
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