Thinking out loud.
Product notes, practical guides, and honest lessons from building a proactive AI companion.
Practical guides
Product philosophy
From Context Accumulation to Context Consumption
Why AirJelly is moving from sensing and storing context to helping people actively use it.
Engineering
The Granularity Problem in GenUI: Where Should LLM Generation Stop?
Why more generation freedom made our UI worse — and why we stop the LLM at the product-semantics layer.
Team & org
Two Flywheels: A Management Model Built for AI Startups
One big office holds down the present, one small office runs toward the future — and three roles emerge on their own.
Guide
How to use Projects in AirJelly
Keep memory, rules, files, and recurring work focused inside a dedicated workspace.
Come ask us
directly.
The AirJelly community is on Discord. Drop your question, share feedback, or just say hi — the team reads everything.
Questions worth asking.
Everything you want to know about how AirJelly works, what it can do, and how it keeps your data private.
Privacy & Security
How it works
Getting started