双脑工作流：Kimi K3 做研究，Astra 做执行
作者提出用共享状态和路由层把 Kimi K3 与 GPT-6 Astra 串成「双脑 AI OS」，一个负责探索方案，一个负责落地产出。
Putting Kimi K3 and GPT-6 Astra inside one workflow gives you two models, not an AI operating system. The missing layer is the relay between them. the formula: Two-Brain AI OS = Research Brain + Execution Brain + Shared State + Routing + Verification 4% -> define one clear goal. every task starts with an objective, constraints and explicit completion rules. 21% -> Kimi K3 becomes the research brain. it explores the problem, compares options, finds contradictions and creates the plan. 55% -> commit the handoff packet. goals, evidence, decisions, failures and the next action are stored outside the chat. 74% -> GPT-6 Astra becomes the execution brain. it uses tools, writes code, creates files and turns the selected plan into a real artifact. 100% -> verify the output. tests, sources and acceptance rules decide whether the result ships or returns to the correct brain. Kimi K3 expands the solution space. GPT-6 Astra turns the selected path into action. Shared state keeps both models aligned, routing decides who acts next, and verification closes the loop. Two models connected by chat produce more messages. Two specialized brains connected by a relay produce a system that keeps moving. i visualized the full Two-Brain AI OS architecture below ↓
这条是引用着另一条写的：x.com/de1lymoon/status/2098714638552559806