Memory layer

Workspace memory

Why a workspace should behave like one shared working memory for the team.

Shared team context

If Team A builds backend APIs and Team B later builds frontend screens, Team B should not start blind. Workspace memory should surface available APIs, missing contracts, constraints, naming conventions, and prior decisions before the frontend work drifts away from what the backend supports.

Beyond coding

LegalRemembers contract positions, clause decisions, obligations, and review risks.

AccountingRemembers close process assumptions, report definitions, and recurring exceptions.

SupportRemembers known issues, accepted answers, escalation patterns, and customer commitments.

ProductRemembers feature decisions, UX constraints, and what has already been rejected.

How it helps

The practical goal is continuity. New users in the same workspace should be able to ask better questions and start from what the team already knows, without manually reading every old session or file.

What it should not do

Workspace memory should not blindly inject every old conversation into every new request. It should select the branch of knowledge that matches the current prompt, then bring in only the needed topic context and core truth.