Extend the AI-assisted automation already running in production (a blocking-mode agentic PR reviewer gating findings before merge, an AI-based PR responder) into new categories of repetitive operational work: triage, log/report summarization, release notes drafting, remediation scripting, and agentic tooling for routine playbooks (e.g., environment refresh, credential rotation, scan-to-ticket workflows), with clear human review gates before anything touches a protected branch or production system. Author, refactor, and maintain GitHub Actions workflows and reusable actions for the appliance product, including migrating the remaining legacy Jenkins jobs onto GitHub Actions ahead of their build-toolchain's end-of-life/end-of-support window, workflow-dispatch orchestration across multiple repositories, matrix builds, self-hosted runner targeting, and secrets/permissions hygiene.