Cross-AI Workflowsintermediate · ~150 min

Catch the Claim You'd Have to Honour — a Two-AI Draft-and-Red-Team Pipeline

Have you ever asked an AI to double-check its own writing, watched it say "this looks accurate," and shipped it?

This project fixes the single most expensive habit in AI-assisted business content — asking the author to be the auditor — by putting a genuinely different AI system on the other side of the draft, and a human with the real source document on the other side of that.

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What you'll do

A working two-vendor content pipeline you can run on any piece of business writing — Claude Code drafts and emits a traceable claims ledger, a minimised evidence packet crosses one audited boundary to a different AI system that challenges the draft without ever editing it, every finding is settled against your own source document, and nothing publishes without a recorded human approval and an audit trail you could hand to a lawyer.