Unverified50% confidenceOpinionExact time
Context management is the most underestimated part of agent-type SDKs; fully retaining historical tool calls quickly exhausts the context window and drives up costs.
1
Sources
50%
Confidence
Long-term
Relevance
10/26/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe context window is the capacity for holding historical records; a window that is too small causes the model to forget earlier conversation, while cramming everything in is costly and tends to scatter attention.64% similarUnverifiedThe underlying technology of a memory management layer typically involves embedding models, approximate nearest neighbor search in vector databases, metadata filtering, and temporal decay mechanisms.62% similarUnverifiedIn traditional software engineering, retaining complete history is usually regarded as good practice, but in open-ended discovery scenarios, complete history instead becomes a burden, causing the agent's search behavior to converge and the exploration space to be compressed.62% similarUnverifiedHidden cost sources of token overhead include overly long system prompts, redundant context information, inefficient prompt engineering, and repeated codebase indexing.61% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1098184API
curl https://kongchang.com/api/v1/knowledge/claims/1098184MCP
get_claim(id=1098184)