Unverified50% confidenceFactExact time
The Harness is responsible for recording task execution progress, checking whether tool results meet the goal, and deciding whether to continue, retry, cancel, or hand off after a timeout, interruption, or failure.
1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedRamp built a persistent execution mechanism based on Temporal, representing each tool call and model call as an activity that forms a durable thread, which can resume execution from the point of interruption if a worker unexpectedly exits74% similarUnverifiedUsing preemptible compute requires that jobs be interruptible and resumable, necessitating the implementation of a periodic checkpoint mechanism in the training workflow.73% similarUnverifiedCommon detection strategies for tool call loops (Tool Call Loop) or infinite loops include a threshold on the number of calls to the same tool with the same parameters within a sliding window, semantic similarity detection of consecutive multi-round outputs, and monitoring of changes in key task metrics.73% similarVerifiedStreaming execution allows the Agent to output intermediate results in real time, and checkpoint & resume ensures that long-running tasks can continue from the last interruption point when a failure occurs71% similarUnverified多步骤工具调用链（Tool Calling Chain）任务要求模型具备状态追踪、错误恢复、上下文持续理解等能力，任何中间步骤失败都会导致整体任务崩溃70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1032776API
curl https://kongchang.com/api/v1/knowledge/claims/1032776MCP
get_claim(id=1032776)