Cost Anomaly Detection and Budget Enforcement Cost is a system behavior. In AI products, cost is not a fixed line item attached to a server. It is an emergent property of model choice, context size, tool calls, retrieval depth, batching, retries, caching, and user behavior. A small change in any of these can multiply spend […]

Prompt and Policy Version Control Prompt and policy version control is the difference between a stable AI system and a system that changes behavior every time someone edits a string. In production, prompts and policies are code. They need versioning, review, deployment gates, and rollback paths, because a single change can shift cost, safety, formatting, […]