Stacklet 推出 Token Custodian：实时管控 LLM token 与 agent 花费
Stacklet 发布 Token Custodian 早期预览，可按团队/项目归因 token、限制 agent 步数与上下文增长、自动暂停失控循环，并在预算 80% 时切换便宜模型。
YOUR AGENT CAN RUN ALL NIGHT. YOUR BUDGET WILL NOT. 43% of enterprises struggle to prove AI's business value, while 27% cannot even track token spend across systems. @StackletIO just launched Token Custodian to close that gap. An agent stuck in a retry loop can balloon its context window on every turn. By the time a monthly billing alert arrives, the money is already gone... Built by the team behind CNCF Cloud Custodian, Stacklet already governs $10B+ in enterprise cloud spend, cutting cloud and AI bills by up to 50% and governance overhead by 80%. Token Custodian brings real-time enforcement to LLM tokens: > attribute tokens and agent runs to teams, projects, apps, and cost centers across providers > cap agent steps, runtime, and context growth per run > pause runaway loops automatically and alert owners in Slack > switch routine requests to cheaper models at 80% budget usage, with approvals for frontier model exceptions FinOps sets budgets in the UI. Platform teams manage policies as code in Git across coding assistants and customer-facing agents. The results? savings 6x faster, with flat subscription pricing instead of a percentage of spend 🔥 now in early preview ahead of the October 27 Token Governance Summit (event link in 🧵↓) Explore it here → https://fandf.co/47ns9ta