2-梁宇鹏（一乐）公开版.pdf

1、nw O Agent/WNv_ OpenClaw Nyz/CEOCLAWCON/_v/TGO_W TVP/AI/_ ClawCon2026TGOAI/_nw O Agent/WNv_ OpenClaw Nyz/CEOCLAWCON/_v/TGO_W TVP/AI/_ ClawCon2026TGOAI/_AI WChatGPTsO/RAG oosAgent gOo2_koooWW2/AI/_ ClawCon2026TGOAI/_o Agent?OOnov?Ooc oO_gNyy wgnwWnO_mnoOow_/w2/AI/_ ClawCon2026TGOAI/_hGrowAIAIoZoO SEO

2、/GEO mWx?noog=m=oo AI _/AI/_ ClawCon2026TGOAI/_Agentify撞了南墙响应迟缓固定流程僵化，法动态适配业务变化，响应极其缓慢缺乏韧性动重试与循环机制，异常发即全链路中断状态丢失旦断，运状态即刻消失，法从断点恢复Workflow 解决了能跑=，但解决不了跑得稳1跑得久1跑得活=2第届虾AI会 ClawCon2026TGO鲲鹏AI坊GrowAI AgentAI rev.x?mGEO/SEO msgAgent WW/wr_Agent Config/Tools/SchedulegAgent Action/PipelineAgent Output/v_vU

3、ser Memory Session Memory Long-term MemoryAPP Driver Infra NStorage oFile-BasedN Agent Spawn ou TTL a Sleepy/Complete/StopOooo?w_/AI/_ ClawCon2026TGOAI/_OpenClaw出现?过去：对话框时代API 混乱堆砌 状态极易丢失 盒逻辑不可审计现在：业底座时代切皆件持久化 标准化管道调度 盒透明合规审计认知跃迁的本质：从能对话=到能交付=，从玩具到业底座。第届虾AI会 ClawCon2026TGO鲲鹏AI坊/?/LangChain O/W?s?Cur

4、sor _o _OpenClaw/x?1aNy/AI/_ ClawCon2026TGOAI/_Unix _/uv_/o2/WuomoW(Pipe)o44o112Oooo/on_2/AI/_ ClawCon2026TGOAI/_x?/WoEverything is a File11oa_oocsNobanyooOoo/AI/_ ClawCon2026TGOAI/_实战深区：配置地狱SKILL 接繁琐配置，每次接量操作Endpoint 乱象接规范混乱，集成成本急剧攀升Timer 调度反类的定时器机制，稳定性极差配置地狱不是技术问题，是业底座成熟的必经阶段。第届虾AI会 ClawCon2026TGO

5、鲲鹏AI坊sW_x_OO_?44 Agent?m_W_oOfr_x_2/AI/_ ClawCon2026TGOAI/_ClawChat szt_w_soyyNj_f1n1_nf Session/AI/_ ClawCon2026TGOAI/_企业级落地的最后两座动态知识RAG 随随取，精准注，确保 Agent 回答始终基于最新业务数据，过期记忆安全边界基于提词的硬约束拦截机制，在模型层构筑不可逾越的权限红线与为边界第届虾AI会 ClawCon2026TGO鲲鹏AI坊Oyo_ /n/IM ns(ClawChat)yj/a RAG/_fNu OS (OpenClaw)Session /Agent a

6、cOW(File)o/g AI g2/AI/_ ClawCon2026TGOAI/_WMolt w/N?wn_sW1V1wu_Molt ooov2/AI/_ ClawCon2026TGOAI/_个分发平台的诞悖论我们需要什么个专属的 Agent 资产商店：虾市 Clawlist.bot 让 Molt 资产可被发现1分发与交易传统研发的灵魂拷问?需要个研发？?要搞个？这条路，根本不通2答案只有个：让 AI 来建。第届虾AI会 ClawCon2026TGO鲲鹏AI坊24 时的奇迹