Unverified50% confidenceSolutionExact time
When executing multi-step tasks, an Agent needs the App to expose the current state in a structured way (such as order shipped, insufficient balance, secondary confirmation required), so that it can decide to continue, pause, or give up.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedCommon solutions for Agent cost control include: using lightweight models for intermediate reasoning steps, caching results from repetitive tool calls, and setting a maximum number of steps to force truncation—all of which need to be reserved for during the architectural design phase.77% similarVerifiedWhen authorizing an Agent to perform high-risk operations, a manual confirmation step should be established, where the Agent proposes the plan and humans retain final execution authority (human-in-the-loop mechanism).76% similarUnverified对于不可逆操作业界普遍建议采用确认-执行两阶段模式：Agent生成操作计划并暂停，等待人工确认后执行76% similarUnverifiedExisting Agent task intervention methods are generally limited to hard interrupts (directly killing the process) or soft interrupts (waiting for the next checkpoint)75% similarVerifiedAgent systems need to manage cross-multi-turn dialog state and memory, error recovery and retry mechanisms, tool-call permission control and result caching, and concurrency race conditions—challenges that highly overlap with frontend asynchronous programming and state management knowledge.75% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1027013API
curl https://kongchang.com/api/v1/knowledge/claims/1027013MCP
get_claim(id=1027013)