operations
一種工作流程設計模式，透過閾值、無模型檢查和精簡提示詞來避免不必要的模型呼叫。
一種工作流程設計模式，透過閾值、無模型檢查和精簡提示詞來避免不必要的模型呼叫。
進階持續營運run_agent.py#AIAgent — CLI、閘道、排程與傳輸層使用的頂層代理物件與執行期橋接器。先從狹窄的輸入開始，定義允許的操作，選擇交付介面，手動執行一次工作流程，等到結果容易驗證之後再新增排程或事件觸發。
相關概念
Designing workflows so expensive model calls happen only when useful.
AutomationPre-run signals that decide whether a scheduled job should wake the agent.
AutomationDeterministic health checks or scripts that avoid unnecessary model calls.
AutomationRecurring jobs that inspect systems and report only meaningful changes.
OperationsChoosing models per task and falling back when providers fail or cost too much.