Unverified50% confidenceSolutionExact time
Strategies for developers to address the gap between demos and reality include: narrowing the agent's capability scope to handle only high-confidence tasks, strengthening clarification abilities, and retaining human review at key decision points.
1
Sources
50%
Confidence
Long-term
Relevance
10/30/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedIn real-world Agent development, evaluating agent performance, debugging erroneous behavior, and setting safety boundaries are often more challenging than building basic functionality.75% similarUnverifiedThe ideal steering mechanism should be non-blocking: the agent continuously exposes its decision state during execution, and developers can choose to intervene or step back at any moment.73% similarUnverified结果导向思维会让程序员停留在'够用就好'的层面，导致技能广度有余但深度不足72% similarUnverifiedRequiring the agent to build a baseline before optimizing when directing it to construct a project avoids the difficulty of problem localization and result validation that arises from introducing too many complex modules at the outset.72% similarUnverifiedThe core advantage of runtime isolation is determinism: no matter what the model outputs, unauthorized actions are physically impossible; the cost is reduced flexibility, requiring careful thought at the design stage about what capabilities the Agent actually needs.72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1115371API
curl https://kongchang.com/api/v1/knowledge/claims/1115371MCP
get_claim(id=1115371)