Every team shipped a company-wide Claude agent running on Managed Agents API, integrated directly into Slack for internal workflows.
The strategy: force-adopt agent-first operations internally to build muscle memory across the team whenever new models drop. Once the internal agent proved stable and useful, they productized it for their subscriber base.
Smart move - dogfooding agent infrastructure at company scale before customer release means they're debugging real workflow friction, not hypothetical use cases. The Slack integration is key here, keeping the agent in the flow of work rather than requiring context switching to separate tools.
The strategy: force-adopt agent-first operations internally to build muscle memory across the team whenever new models drop. Once the internal agent proved stable and useful, they productized it for their subscriber base.
Smart move - dogfooding agent infrastructure at company scale before customer release means they're debugging real workflow friction, not hypothetical use cases. The Slack integration is key here, keeping the agent in the flow of work rather than requiring context switching to separate tools.