Operate Harkonnen through the repo-local MCP server and CLI. TRIGGER: user asks about run history, PackChat threads or messages, checkpoints, board snapshots, reasoning trails, benchmark suites or reports, wants to diagnose a failure, wants a run report, or wants to start, queue, or watch a run. Preferred over raw shell commands for Harkonnen interactions.
Databricks on Azure: cluster lifecycle, Delta Lake operations, MLflow tracking, and Unity Catalog patterns for this repo.
Azure cloud resources: ARM/Bicep templates, Azure CLI patterns, RBAC, service principals, and subscription safety for this repo.
Docker and Compose: image builds, container lifecycle, networking, volume management, and safety conventions for this repo.
SQL database patterns: schema migrations, query safety, index design, and transaction hygiene for this repo.
WinCC OA SCADA: CTRL scripts, panels, datapoint operations, manager lifecycle, and live-system safety for this repo.
Linux environment conventions: shell idioms, systemd, package management, file permissions, and path conventions for this repo.
macOS environment conventions: Homebrew, launchd, shell idioms, and path conventions for this repo.