AgentFlow provides a managed orchestration layer for AI platform teams, including workflow decomposition, tool registry management, persistent agent memory, execution tracing, and access controls. It integrates with developer and observability tools such as GitHub, Honeycomb, Sentry, and identity systems so teams can monitor agent behavior and enforce security policies from one control plane.

Companies are moving from simple AI features to agentic systems that invoke tools and retain context across tasks. The job signals show teams are hiring specifically to build scalable agent frameworks while also defending complex SaaS and analytics environments.