ConceptsUnderstand why rate limits fail for agents, what Cycles actually solves, and how teams evolve from dashboards to budget authority.
Protocol ReferenceReserve-commit lifecycle, authentication, scope derivation, units, caps, overage policies, TTL, decide, dry run, events, debt, balances, metrics, and error handling.
How-To GuidesPython, TypeScript, and Spring AI integration, tenant budgets, shadow mode rollout, reservation strategies, and degradation paths.