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Kairos offers open-source fraud decisioning platform with agent tuning

Kairos is an open‑source platform that makes real‑time fraud decisions for sign‑ups, logins, orders, payments and payouts. It records each decision and the signals behind it, and lets a coding agent tune the workflow. The system uses Grayson, Finic’s decision model, to answer plain‑language questions about risk and to provide calibrated probabilities. Kairos supports TypeScript and Python SDKs,…

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Key points

  • Kairos is an open‑source fraud decisioning platform that integrates with coding agents like Claude Code
  • It uses Grayson, a decision model that answers plain‑language questions about fraud risk
  • Kairos supports TypeScript and Python SDKs, a CLI, HTTP API and Docker self‑hosting
Full story from github.com · via Hacker News primary sourceOpen source ↗

Show HN: Kairos – Open-source risk and fraud decisioning platform

github.com · 30 October 2026

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This text was published by github.com. It is reproduced here with attribution so you can read it in full; the rights remain with the publisher. Read it at the source ↗

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