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Building an AI Agent that remembers, adapts, and becomes more useful over time — looking for a technical co-founder

xuxzheng
xuxzheng

2 months ago

I’m exploring something closer to an AI life partner: an AI that actually grows with the user over time, understands their patterns, remembers the important parts of their life, helps them think, keeps them accountable, and becomes more useful the more history it builds with them.

The core belief behind it is simple:

Most AI products today are powerful, but they still feel temporary.

You open them, ask something, get an answer, and leave.

But real relationships are built through accumulated context. Someone becomes valuable to you not only because they are smart, but because they know your history, your habits, your moods, your goals, your contradictions, your patterns, and the way you actually live.

That is the direction I want to build toward.

An AI that can be useful like an assistant, but feel more personal than an assistant.

Something that can help you plan, reflect, stay consistent, remember what matters, notice when you drift, and interact with you in a way that feels more natural over time.

I think the hard parts are not just “which model do we use?”

The hard parts are things like:

How should long-term memory actually work?

What should the AI remember, update, forget, or ignore?

How do you make memory feel natural instead of creepy or forced?

How do you make voice interaction feel real when latency can kill the whole experience?

How proactive should the AI be before it becomes annoying?

How do you design a personality that feels witty, emotionally aware, useful, and human, without becoming fake or cringe?

How do you turn this into a product people actually return to every day?

I’ve been thinking deeply about the product, the user experience, the psychology, the positioning, and the distribution side. I can build and prototype, and I understand the technical direction, but I’m not pretending to be the strongest engineer in the room. I’m looking for someone who is much stronger technically and wants to own that side seriously.

Ideally, I’m looking for someone interested in areas like:

LLMs and agents

Voice AI

Memory systems

Tool use

Consumer apps

Realtime interaction

Personalization

Human-AI interaction

You do not need to have worked on all of these, but you should be excited by the problem and willing to figure things out fast.

What I would bring:

Product thinking

User psychology and positioning

Marketing and distribution

Fast iteration

Obsession with the idea

A strong sense of what the product should feel like

The ability to talk to users, test angles, create content, and shape the overall direction

What I’m looking for:

A technical co-founder, not an employee or agency.

Someone who wants to build from zero.

Someone who can move fast, be honest, argue through ideas, and actually ship.

Someone who is interested in consumer AI beyond simple wrappers.

Someone who believes the next big AI products may come from memory, personality, proactivity, and accumulated context, not just better base models.

This is still early, so I’m mainly looking for alignment, conversations, and someone who might be crazy enough to explore this seriously.

If this resonates with you, send me a DM with:

What you’ve built before

Your technical background

What part of this idea interests you

What you think the biggest risk is

And if you’re not looking to co-found but have thoughts on voice AI, memory, agents, or human-AI interaction, I’d still love to hear your perspective.

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