Unverified50% confidenceFactExact time
The read scalability brought by object storage comes at a cost: the consistency model becomes more complex, and caching and invalidation strategies need to be redesigned.
1
Sources
50%
Confidence
Long-term
Relevance
10/21/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe single-file design has constraints in terms of complexity ceiling, and will rapidly bloat and lose readability when an Agent needs to accommodate a large-scale toolset, multi-level orchestration, and distributed execution.75% similarUnverifiedAgents may generate a large number of fine-grained commits in a short time, each with low semantic value, but cumulatively placing enormous pressure on storage and indexing systems; their concurrent operation pattern is completely different from that of humans, continuously reading and writing the repository.71% similarUnverified在推理阶段内存带宽往往比纯算力更早成为瓶颈，注意力机制需在每步生成时读取全部KV缓存，上下文长度增大时内存读写开销呈平方级增长70% similarUnverifiedThe storage and computational overhead introduced by multi-vector representations is the core cost that the late-interaction approach must weigh against single-vector embedding solutions.69% similarUnverified回放系统的确定性回放策略只记录输入序列，存储成本极低但对代码确定性要求严苛；状态快照策略复现稳定但存储开销较高69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1082027API
curl https://kongchang.com/api/v1/knowledge/claims/1082027MCP
get_claim(id=1082027)