cost control

GitHub Copilot’s repo metrics show where AI enters delivery. Connect usage with speed, quality and cost before deciding whether to expand your rollout.

AI automations can burn budget through retries, background agents, and repeated context. Add spend visibility before useful work becomes surprise cost.

Cloudflare AI Gateway can enforce LLM spend limits before requests reach providers. Learn how to scope budgets, route fallbacks, and roll it out safely.

Choose the right OpenAI path for live requests, long-running work, and bulk jobs while controlling cache costs, failures, and data retention.