Unverified50% confidenceFactExact time
After running the apply pinsay comments command, the Agent first outputs an execution plan explaining which files each comment will touch, and then proceeds with execution.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/9/2026
First Seen
Valid until: 1/7/2027
Sources
Related Entities
Related Claims
UnverifiedThe evaluation recommends adopting a mixed strategy, having one agent responsible for planning and writing, and another agent for reviewing and verifying its work, in order to balance cost and quality.70% similarUnverifiedThe investigation Agent aggregates customer context, detection results, Indicators of Compromise (IoCs), and other information for a case, feeds it to a planning model, enters a 'plan–execute–review' loop, generates an investigation plan, and provides recommended response actions68% similarUnverifiedTabTin adopts an 'Agent initiates, humans decide' model, in which Agents in group chats can organize conclusions and propose actions, with humans confirming the responsible parties and handling methods.68% similarUnverified在agent-manager中按ctrl+r会打开整个文件的diff视图,行级评论会汇总成统一的review提示返回给Agent67% similarUnverifiedWhen evaluating Agent projects, quantifiable metrics should be defined before writing code; the correct order is to first define metrics, break down sub-tasks, set acceptance baselines, and then write code.67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/991307API
curl https://kongchang.com/api/v1/knowledge/claims/991307MCP
get_claim(id=991307)