ElevenAgents matured its workflow and configuration infrastructure, moving from basic agent capabilities toward fine-grained control systems for multi-agent deployments. The platform shipped version control for agents—full branching, merging, and deployment endpoints—alongside workspace-level configuration management through environment variables and auth connections that agents reference at runtime. Simultaneously, the team tightened execution control: MCP tools can now be scoped per workflow node, guardrails gained configurable execution modes and trigger actions, and conversation analysis became scopable to individual agents in multi-agent workflows. The product also expanded integration surface area with SIP header exposure as dynamic variables, file upload support in conversations, and oauth/advanced auth for MCP servers, while UI refinements like widget dismissibility and agent status indicators made deployment more flexible for end users.