Unverified50% confidenceFactExact time
SEO Master Agent's resolve_llm_config() function handles the model selection logic: the key in the single-request header takes priority, with environment variables as a fallback; the single-request key is used only in memory and is never persisted.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedLLM routing means that before a request reaches the final model, some layer of intermediate logic decides which model or provider the request is assigned to.64% similarUnverifiedThe general principle of Agentic system design is: if something can be solved with deterministic logic, do not delegate it to an LLM.63% similarUnverifiedLLM本质上是在做条件概率预测,擅长回答字面问题而非用户真正需求,这种现象被称为字面遵从(Literal Compliance)63% similarUnverified标准APM工具在AI负载面前缺乏对LLM交互的语义理解——只能看到HTTP请求,却抓不住真正重要的语义span:实际发送的prompt、消耗的token数、结束原因,以及检索步骤(RAG)与最终生成之间的语义关系。62% similarUnverifiedAn ordinary LLM call is a one-off round trip: the model generates text based on existing knowledge and pasted content and cannot look things up, verify answers, or retry unless the user sends another request.61% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1012458API
curl https://kongchang.com/api/v1/knowledge/claims/1012458MCP
get_claim(id=1012458)