LinkedIn builds Contextual Agent Playbooks — organizational context layer for AI agents using MCP
At QCon AI, LinkedIn engineer Ajay Prakash presented 'Contextual Agent Playbooks and Tools', an organizational context layer built on the Model Context Protocol (MCP) that supplies procedural memory, code search and runbooks directly to coding agents. LinkedIn says the system (used across hundreds of workflows) yields a 20% productivity boost with no loss in reliability and discussed its architecture and operational guardrails.