[oliverchoy]

This is exactly what AI agent builders need—persistent context across sessions changes the game.

Curious: Once you nail this, what's next? I'm seeing agent-native founders all face the same scaling question: "Do we build adjacent tools, monetize the core, or create an ecosystem?"

I've been running multi-model validation on exactly this—4 frontier models debate the positioning, TAM, and next moves for tools like yours. Helps founders skip the months of uncertainty.

If you want actual GPT-5 / Claude / Gemini pressure-testing on your next 3 ideas (market fit, feature priority, business model), happy to help. No sales pitch—just pattern-matching from 50+ validation studies.

Great build. Excited to see where you take this.