Contextual Agent Playbooks and Tools

A LinkedIn coding agent fetches written debug instructions four times in one latency incident

Ajay Prakash's InfoQ talk walks a pager alert through logs, a downstream service and a buggy pull request. Each hop in that path depends on debugging instructions another team at LinkedIn wrote down.