Unverified70% confidenceOpinionExact time
混合架构（Hybrid Architecture）正在成为ToB领域的主流实践，用规则引擎处理确定性任务，仅在需要语义理解的节点调用大模型API
1
Sources
70%
Confidence
Medium-term (~90 days)
Relevance
5/25/2026
First Seen
Valid until: 8/23/2026(expired)
Sources
Should Custom Software Teams Go All-In on LLMs? ChatGPT Itself Gave the Answer
bilibili哈维德数据库软件定制5/25/2026
Related Entities
Related Claims
UnverifiedOne viable hybrid architecture is to use a large model to handle natural language ambiguity and convert it into a structured intermediate representation, which is then handed off to a handcrafted rule system for deterministic procedural execution.74% similarUnverifiedThe hybrid architecture — where rules guarantee a lower bound and models extend the upper bound — may become the mainstream form of code review tools.74% similarUnverifiedHybrid architecture engineering implementations typically adopt a layered design: the orchestration layer is responsible for global DAG scheduling, state persistence, and failure recovery, while each node in the execution layer can independently select its execution strategy.73% similarUnverifiedopen-code-review adopts a hybrid architecture that combines a deterministic rule engine with a large language model Agent.73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/78API
curl https://kongchang.com/api/v1/knowledge/claims/78MCP
get_claim(id=78)