ENGINEERING NOTES

Notes from the build.

Short notes on engineering trade-offs and product thinking. These are topic summaries, not previously published research papers.

01
VOICE SYSTEMS

Designing for streaming voice

A voice agent coordinates audio, conversational state and cancellation at once. Session boundaries and response flow matter just as much as model quality.

02
SYSTEMS DESIGN

Separating agent config from runtime

Templates and providers describe logical configuration, while expensive runtime resources should be reusable. Separating the two keeps initialization predictable.

03
CONNECTED DEVICES

An offline-first mindset for GPS

A device should not lose a journey when Wi-Fi is unavailable. Local recording, record identity and controlled synchronization are the foundation.