Blog

How it works, in depth

The main pages tell you what the platform does. Here we explain how and why — for engineers, architects and the curious.

Articles

Ideas behind the platform

Concepts and capabilities explained with examples.

Reasoning engine

A reasoning engine that shows its work

Symbolic reasoning on ordinary processors, with no language models: it plans, explains every decision and rehearses changes on history.

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Operating system

SakinaOS: why we wrote our own operating system

Every node of the platform runs SakinaOS, an operating system we wrote from scratch in Rust. Nothing foreign sits between your data and the hardware.

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Language

Cambium: one language for business logic

Settings, marketing rules, workflows and permissions in one typed, deterministic language — strict enough to check before it runs, short enough to read in a meeting.

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Protocol

ATL: one typed protocol for the whole platform

One schema gives a compact binary format, symmetric request-response and ready clients in five languages. Every node is managed through it — and nothing else.

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Security

A permission is not enough

Access is checked on four axes — action, record, field and the trust level of the session. The answer is not just yes or no.

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Determinism

Same inputs, same outputs

No clock, no randomness and no floating point in business logic. State is a function of the journal — so any figure can be reproduced and any past moment re-examined.

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Network

Two networks: your partners and your nodes

On the platform the word «network» means two different things: the business network of your partners, and the network of nodes your platform runs on.

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Data residency

Choose where your data lives — and prove it

A residency policy says where an organisation's data may be stored. The platform accepts a placement only with a proof that it meets the policy, and refuses anything else with a reason.

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Next step

See it on your own business

Book a demo: we show the platform on your processes and agree where your data will live — in our cloud or on your own nodes.