News 14 Nov 2025
PC-WELT Reviews Admin Companion
PC-WELT recently published an independent hands-on review of Admin Companion. The review, by Stephan Lamprecht (Nov 11, 2025), focuses on Human-in-the-Loop workflows instead of automation.
ayonik engineering
The article focuses on a point that matters in real operations work: Admin Companion is built as a Human-in-the-Loop assistant - not a tool that “runs commands automatically.”
PC-Welt writes: “Der Admin Companion arbeitet nicht automatisiert … Vielmehr werden die Nutzer in den gesamten Prozess einbezogen …”
(“Admin Companion does not operate in an automated way... Instead, users are involved in the entire process …”)
What PC-WELT tested
PC-WELT describes typical admin tasks where repetitive steps and long “runbooks” cost time:
- Installing and validating Docker (including multi-step setup and checks)
- Having the assistant draft a backup script, plus systemd service + timer around it
- Analyzing an unknown shell script and summarizing what it changes on the system
Across these scenarios, the workflow highlighted is consistent: plan first, preview commands, confirm before execution.
The key takeaway: transparency over automation
The review emphasizes that Admin Companion is designed to reduce risk:
- Commands are proposed with context and explanations
- Execution happens only after explicit confirmation
- The assistant does not “directly reach into the system” from the cloud; the local client is the interaction layer.
That design remains the core of Admin Companion: a terminal-native assistant for Linux and FreeBSD administration while keeping humans in control.
Read the PC-WELT article
PC-WELT: AI Companion: Das kann der KI-Begleiter für Linux-Admins PC-WELT