How do I control costs as I scale?

Profile token usage per request, cache embeddings and repeated completions, use smaller/cheaper models for simpler subtasks, apply prompt compression techniques, set hard max_tokens limits, and implement usage quotas per user/team. A cost dashboard with per-feature breakdowns is essential.