and configuration drift. Use existing tools and workflows to coordinate change control, incident management, and problem management...
. Programmatically monitor for and remediate configuration drift of critical devices Develop response plans to potential failure points...
reconciliation (e.g., Argo CD/Flux) for infra and apps;immutable artifacts;environment drift detection and auto-reconcile...
deployment using containers, APIs, and orchestration tools. Monitor model performance, drift, and operational metrics...
of critical attributes to maintain equipment health and control process drift. Identify and implement process improvements...
and configuration drift. Use existing tools and workflows to coordinate change control, incident management, and problem management...
, registries, lineage, access control) Agent Observability, Evaluation & Reliability (quality, drift, experimentation) Make...
Infrastructure as Code (IaC) tools such as Terraform and OpenTofu. Monitor deployed models and infrastructure for performance, drift...
and GitHub Actions, enabling automated provisioning, controlled updates, and configuration drift detection. Automate Lifecycle...
: adversarial prompts, scenario-based testing, safety & accuracy metrics, drift detection, hallucination tracking, bias & fairness...