Agentic AI lacks cost control planes, driving a shift from token maxing to value maxing.
“people are proud to call themselves token billionaires”
cost-management
8 tracked signals on cost-management.
Cast AI's Kimchi agent routes tasks to cheap open-source models to eliminate developer token rationing
“Our job is not to prohibit a developer from using an agent for coding. Our job is to make it so they can use it as much as they want, whenever they want, without any restrictions.”
Databricks shares lessons on managing AI coding tool costs at enterprise scale
Databricks dogfoods Unity AI Gateway Budgets to control internal coding agent costs
Databricks launches AI Spend Controls in Unity AI Gateway for cost governance
Azure Foundry offers 11,000+ models with a cost framework for multi-agent AI workloads
“Context windows range from a few thousand tokens up to a million or more, and that window is a cost lever, not just a capability.”
Databricks launches Governance Hub for intelligent account-level cost and governance visibility.
Databricks introduces budget and alert features for cloud data warehouse cost management