Implement per-org/user/team budget caps and cost guardrails, provider failover, prompt/context safety/redaction, improved RAG hygiene/dedup, and detailed AI usage/cost metrics. Expose dashboards and SLOs for cost and safety, integrate with org policy.
References:
- AI adapters:
internal/ai/, provider selection/failover
- Cost reporting: API, agent/diagnostics, dashboards
- Safety/guardrails: prompt plumbing in adapters, central safety config
- RAG: hygiene routine, cache refresh hooks