ARCANUM
Arcanum

Precise systems,
quietly built.

Ultra-low-latency infrastructure and applied ML. Two products, measured honestly: what is built, what is measured, and what is still a target.

Rune

durable log · database

A replicated, ordered log with majority commits, transactions, consumer groups, typed topics and materialized views.

  • Raft-style consensus, acks=all majority commit, partition failover
  • Thread-per-core broker over Aeron UDP with GSO/GRO; client↔broker TLS 1.3
  • 3 nodes, acks=all, 1 KiB: ≈160–200k rec/sshared 4-vCPU dev box, all nodes co-located — not a tuned host
pre-release · integration branches
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Wardstone

grooming-risk triage

Surfaces repeated evidence of online-grooming behaviour in chat, with the messages behind it, for a human moderator to review.

  • Two-tier cascade on commodity CPU: µs-scale n-gram screen, fine-tuned SmolLM2 judge
  • Flags a user only on repeated evidence; verdicts are signed and carry their evidence
  • PAN12 test set: precision 1.000, recall 0.622adult-decoy corpus — real-world accuracy will be lower
research prototype · triage, not enforcement
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Measured, not claimed

Every number names its conditions. Targets are labelled as targets until they are validated.

Fast by construction

Shared-nothing threads, ring buffers between them, and no allocation on the hot path.

People stay in charge

Where software touches people's safety, it supports human judgement. It does not replace it.