Architect, build, and deploy production-grade AI agents Connect agents to real-world IT functions like patching and provisioning Design multi-agent architectures with reasoning and feedback loops Build orchestration frameworks Make agents observable, debuggable, and auditable Deploy agents for helpdesk triage, patching, access control, monitoring, and remediation Integrate with IT systems and APIs Implement human-in-the-loop learning Own and manage infrastructure (AWS, EKS, Helm, Terraform) Instrument systems for telemetry and observability Grow and mentor a small engineering team