Stacklet Token Custodian: real-time governance for LLM token and agent spend
Stacklet launched an early preview of Token Custodian, which attributes tokens to teams and projects, caps agent steps and context growth, pauses runaway loops, and downgrades to cheaper models at 80% budget.
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