One agent. One stuck loop. Running silently for hours. No alert fired. No error surfaced. The bill arrived at month end — 3 months of AI budget. Gone. This is tokenmaxxing. And it's happening inside enterprises right now. 🧵
Token maxxing is dead.
The era of unlimited, unconstrained AI spend just ended.
CFOs and CEOs are done watching dashboards. They want to govern AI spend at the workflow level — metering, budgeting, and enforcing in real time, before the bill arrives.
A thread on the reckoning
Token maxxing is dead.
The era of unlimited, unconstrained AI spend just ended.
CFOs and CEOs are done watching dashboards. They want to govern AI spend at the workflow level — metering, budgeting, and enforcing in real time, before the bill arrives.
A thread on the reckoning
Day 1 — A Day in the Life of an AI Builder 🏗️
Meet Alex. AI Builder at a fintech. Alex just built a refund agent in 20 minutes using Claude Code.
He wants to ship. IT is standing in the way.
🧵
You are an AI Builder. Your enterprise runs Databricks.
You built the agent in 15 minutes. It works in dev.
You just want to ship.
But IT is standing between you and production.
🧵 Here's what happens next — and how to fix it before it does.