From the product work
Notes from inside the system.
Engineering notes grounded in the current SheraAI product implementations, with explicit release and capability boundaries.
Connected reading
Read the latest notes.
What offline-first messaging must get right
A practical engineering note on local message intent, durable outboxes, stable identifiers and reconciliation from SheraChat development.
Where an AI workspace keeps its data
Provider credentials, local conversation history, temporary sessions and server proxies: data boundaries from the rebuilt SheraBot application.