anthropic launched claude tag, an always-on ai agent embedded in enterprise slack environments that accumulates institutional memory, tracks decisions, and executes multi-step tasks asynchronously. anthropic reports internal teams already route 65% of code changes through an internal version of the system. persistent agents that accumulate institutional knowledge represent a structural shift from single-session ai interactions toward continuous embedded actors operating inside organizations.