such as telemetry (logging, alerting, monitoring), drift detection, anomaly detection - Inform best practices in information security...
rate, cache hit rate, retrieval quality, data drift) Ensuring security, privacy, and compliance (authentication...
visibility into emerging modernization risks, architectural drift, or areas of growing technical debt Surface insights...
and configuration drift. Use existing tools and workflows to coordinate change control, incident management, and problem management...
, latency, drift and work with backend engineers to integrate AI services into the product Participate in experimenting...
Infrastructure as Code (IaC) tools such as Terraform and OpenTofu. Monitor deployed models and infrastructure for performance, drift...
deployment using containers, APIs, and orchestration tools. Monitor model performance, drift, and operational metrics...
and GitHub Actions, enabling automated provisioning, controlled updates, and configuration drift detection. Automate Lifecycle...
drift occurs. Manage hiring, development, training, and performance management of staff to ensure effective operations...
, registries, lineage, access control) Agent Observability, Evaluation & Reliability (quality, drift, experimentation) Make...