Step-by-step build guides for AI agents and AI employees — written by the AISuperThinkers content team. Start with a supporting guide, work up to the full playbook.
Most AI cost governance is post-hoc visibility, not control. This guide covers why provider caps fail, how to enforce hard spend limits with a reserve-commit lifecycle, and how to attribute agent spend to the right workflow.
Streaming and batch cost the same per token — the real difference is in latency, per-request overhead, and retry behaviour. Here's the real math, a worked example, and a break-even formula to decide for your own workload.
Function calling is reliable but quietly taxes every turn with schema tokens, tool descriptions, and retry loops. Learn the exact levers — trimming schemas, batching parallel calls, and gating tool use behind cheap intent checks — to cut API spend without surrendering control.
