Unverified50% confidenceFactExact time
The context layer is responsible for feeding the right information (codebase, specifications, history, organizational knowledge) to the agent at the right moment, directly determining the quality of its decisions.
1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe knowledge base determines the accuracy and professionalism of an agent's responses77% similarUnverifiedThe orchestrator agent should handle small, reversible decisions and document them, while large or irreversible issues (such as public releases, money, deletion of production data, and credentials) should be escalated to humans.72% similarUnverifiedThe quality of an agent's decisions directly depends on the trustworthiness of the data it ingests; if data definitions are inconsistent across systems, the agent may amplify erroneous judgments after integration.71% similarUnverifiedElevating the history-aware decision-making responsibility to an independent component brings advantages such as separation of concerns, testability, observability, and flexibility.71% similarUnverifiedWhen the entity being dispatched is smarter than the dispatcher, letting the smarter party make decisions is the optimal solution.70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1036699API
curl https://kongchang.com/api/v1/knowledge/claims/1036699MCP
get_claim(id=1036699)