AI Coding Agents Need Cost Controls, Not Just Better Prompts
How teams should govern quota, background tasks, review loops, and generic frontend output before agent usage becomes uncontrolled spend.
AI operations briefings
These briefings turn current AI discussion into practical guidance for professional teams: what changed, why it matters, how the workflow should be controlled, and what to export into an AI tool.
Latest briefings
Each page includes a copy/download pack that turns the article into a promptable mini-workflow.
How teams should govern quota, background tasks, review loops, and generic frontend output before agent usage becomes uncontrolled spend.
Why Mythos-style vulnerability discovery and China's GLM-5.2/Tulongfeng claims matter for security teams, vendors, and procurement.
A practical governance model for deciding what agents may read, change, approve, buy, send, or escalate.