灵螺创新

灵螺创新

Powering Memory Layer for Personal AI

About

Your Al Personal Guide,Proactively help you record、plan、decide, and follow through on what matters, before it happens.

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Maker History

  • Guidy
    GuidyPersonal AI with long-term memory that acts for you.
    Sep 2026
  • 🎉
    Joined Product HuntAugust 19th, 2026

Forums

When should a proactive AI act — and when should it stay quiet?

We ve been thinking about this a lot while building Guidy.

Long-term memory can help an AI understand your ongoing projects, past decisions, preferences, and unfinished tasks. But memory alone doesn t necessarily make an AI useful.

The harder question is: when should it actually do something with that memory?

For example, imagine an AI remembers that:

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2mo ago

Hi, I’m building a Personal AI that remembers over time

Hi everyone

I m part of the team at Lingluo Innovation, where we ve been exploring a question that keeps coming up the more we use AI:

Why does AI still feel like it s meeting us for the first time?

AI has become incredibly good at answering questions, writing, reasoning, and using tools.

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27d ago

Guidy - Personal AI with long-term memory that acts for you.

Guidy is a Personal AI built around long-term memory and proactive assistance. Unlike traditional AI assistants that mainly react to prompts, Guidy continuously understands your preferences, relationships, projects, tasks, and experiences over time — then turns that context into reminders, planning, follow-ups, and timely actions. Powered by our AI-native memory engine, MemG.
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