Beyond Market Intelligence/Contextual Agent Playbooks

Contextual Agent Playbooks

One story filed under Contextual Agent Playbooks on Beyond Market Intelligence. The newest of them: “How LinkedIn built context-aware AI agents for massive codebases”. Ajay Prakash isn't just tinkering with AI agents; he's giving them a corporate memory. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every Contextual Agent Playbooks story on Beyond Market Intelligence, newest first.

How LinkedIn built context-aware AI agents for massive codebases
InfoQ

How LinkedIn built context-aware AI agents for massive codebases

Ajay Prakash isn't just tinkering with AI agents; he's giving them a corporate memory. At LinkedIn, he tackles a familiar pain point: large codebases that leave agents lost. His answer is Contextual Agent Playbooks and Tools, built on MCP, which feed agents procedural know-how and runbooks directly. The 20% productivity gain with zero reliability loss is a compelling argument for context done right. For more on enterprise AI adoption, check out our related piece on navigating ethical considerations.