Relying on trust has its limits once you lose authority over your data, a reality accurately highlighted by @johnternus. We completely agree with the perspective shared by @Apple, which points out that utilizing cloud memory requires users to have blind faith. At the same time, keeping everything strictly on-device means your AI agents are forced to wipe the slate clean and restart during every single session. To solve this dilemma, we are introducing Walrus Memory. This new approach provides continuous, persistent memory for AI agents while ensuring you maintain absolute control over your own information.
As @johnternus of Apple has noted, reliance on trust has its limits once you lose the ability to manage your own information. We completely agree with @Apple on this concept. Giving your personal context over to centralized cloud servers requires unquestioning faith. On the other hand, simply trapping that data locally on your device presents a different challenge, as it causes your #AI agents to wipe their knowledge completely the moment your activity ends. To bridge this gap, we created Walrus Memory. Our solution provides AI agents with a continuous memory framework that remains entirely under your control. Discover more details here: https://www.youtube.com/live/39BalPDuTo0?si=MeCXaa2XmmAGoitx&t=320
When you hand a set of instructions to Claude Code or Cursor, the system takes over to generate the code, resolve any bugs, and deliver a completely finished project directory right to you. However, that is where the momentum pauses. Actually getting that website live on the internet traditionally depends on manual input like creating user profiles, providing payment methods, and signing into accounts.
To bridge this final gap, @Sceat_ developed a solution called Suize to tackle that exact problem:
We are taking this exact conversation over to @HumanXco. 🇳🇱 We would appreciate your input on the matter, so please participate in the accompanying poll. What is the very first impact you experience whenever an AI agent loses its state?
Our team is making its way to Singapore for Sui Basecamp. During the event, we will be leading conversations about the future trajectory of agent stacks, alongside discussions on portable memory and state persistence. We would love to know who else is going to be at the venue. Please create your personalized attendee card via the link below and leave it in the comments so we can connect with those on the ground.
眾所皆知,所謂的「情境工程(context engineering)」流程,規範了模型在任何特定階段所處理的精確資訊範圍,包含明確指令、工具、歷史紀錄,以及被回憶的記憶。然而,這種暫時情境的內在限制在於:它無法在不同的執行(runtime)之間保留狀態。@JessieWritesx,@Mysten_Labs 的技術主管(Tech Lead Manager),探討了情境工程能力所能涵蓋的界線,以及何時需要持久記憶的必要性。你可以在此閱讀完整概覽:https://blog.walrus.xyz/what-is-context-engineering/