Projects
Full systems, not snippets. Each project assumes you’ve read the
fuzzy if-statement and picks up from there. All code uses the
systemone-client and runs against Kenning, Clef or Jev.
Security: phishing, agent firewall, alert triage
Section titled “Security: phishing, agent firewall, alert triage”Three security builds, starting with phishing triage, the one with published benchmark results.
You’ll build: an email triage service that quarantines, delivers or escalates; a firewall middleware in front of an expensive agent, with fail-closed degradation and a red-team suite; and a SOC alert triage pipeline.
Turning unstructured records into structured fields at pipeline scale, with probability-aware quality gates.
You’ll build: a batch pipeline with checkpointing, a review queue fed by the uncertain band, and the cost controls that keep it viable at millions of rows.
Moderation and triage: scoring high-volume content
Section titled “Moderation and triage: scoring high-volume content”A three-tier moderation system where the model handles the confident majority and people see only what genuinely needs a person.
You’ll build: a multi-policy moderation service, a priority-ordered review queue, an appeals path, and the metrics that show it’s working.