Unverified50% confidenceOpinionExact time
The core value of a live runtime lies in building a closed-loop feedback system that shortens the distance between error occurrence and error correction.
1
Sources
50%
Confidence
Long-term
Relevance
9/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedClosed-loop control based on real-time feedback allows systems to operate closer to the optimal state near capacity limits better than fixed-threshold rate limiting.80% similarUnverifiedFeedback loops give agent systems closed-loop control capability: observing the current state, comparing it with the target state, calculating the deviation, and driving corrective actions.73% similarUnverifiedStreaming 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 occurs72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/914574API
curl https://kongchang.com/api/v1/knowledge/claims/914574MCP
get_claim(id=914574)