runtime authority decorator — every accused website in the archive

runcycles.io

Cycles adds budget caps and action gates to AI agent calls via a Python decorator: @cycles(estimate=5000, action_kind='llm.completion', action_name='openai:gpt-4o'). The product category: "runtime authority." The incident card for the $1.40 / $50K scenario notes the agent "stayed within its token budget the entire time" and advises "gate actions, not just spend." The contact section says a founder reads every email, then redirects bugs to GitHub.