Designed for production environments

Admin Companion is built to reduce operational risk while speeding up incident response.

Human-in-the-Loop
Plan first, execute command-by-command after confirmation
Curated admin references
Higher precision in Linux/FreeBSD ops than generic chat
Local system context
Manages information about system context locally. Can be inspected and cleared at any time
Made in Germany
Developed in Germany, operated by a German company

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Independent coverage of Admin Companion.

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What you get

Less time firefighting. Faster recovery. Safer changes.
security

Safety & change control

Admin Companion proposes an actionable plan and executes only after your confirmation, command by command.

Outcome: faster decisions with explicit, command-by-command approval.

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Faster MTTR

Like working with a teammate: it uses real command output and drives the next step without losing context.

Outcome: quicker root-cause isolation and remediation, resulting in shorter incidents.

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More precise answers than generic chat

Curated Linux/FreeBSD references plus OS and topic context awareness reduce hallucinations and irrelevant advice.

Outcome: fewer dead ends during troubleshooting.

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Built for server ops & DevOps

Terminal-native workflow: no copy/paste into chat apps. Work where the incident happens: on the host, in the shell.

Outcome: faster iterations, fewer context switches.

How it works

Describe → propose & explain → confirm & execute.
chat

1) Describe the task

Use natural language directly in your shell.

ai "Investigate and fix 502 error in nginx"

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2) Get a plan + next commands

Admin Companion proposes the next commands and explains why. You review the plan before anything executes.

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3) Confirm execution

Nothing runs unattended. You approve each command before it executes. Output from approved commands is used for the next step.

You stay fully in control.

Security & operational control

Designed to reduce risk in production operations.

Human-in-the-Loop by default

Admin Companion proposes a plan, then executes step-by-step after explicit confirmation. No unattended command execution.

Fits change control and production operations.

Local context stored locally

Context is stored locally on the system and can be inspected and cleared at any time.

Useful for consistent troubleshooting without re-explaining the environment.

Why it stays accurate and relevant

Curated admin references + OS, topic and local system context aware.

Curated knowledge base

Admin Companion uses curated Linux/FreeBSD administration references and selects the right knowledge for your OS and topic to reduce irrelevant or unsafe advice.

OS-aware: selects the right context for your distribution.

Debian Ubuntu RHEL Fedora FreeBSD and more

Topic-aware: activates domain knowledge when relevant.

Ansible nginx Apache HTTP server MariaDB Postfix

4-layer local context system

A multi-layer context system keeps troubleshooting consistent across sessions: session, task, environment facts, and durable learnings.

1) Dialogue history
(session context)
Automatically managed for coherent multi-step troubleshooting.

2) Topic context
(task-scoped)
User-managed task focus across many steps.

3) Background context
(environment facts)
User-managed stable facts (paths, service names, distro conventions, policies).

4) Long-term context
(persisted learnings)
Automatically managed durable notes you can clear any time.

Examples:

Background: "logs shipped to journald only, not in /var/log" or "app lives in /opt/acme/app/current"

Topic: "This incident is about: 502 error on nebula-three after last deploy."

All context information is stored locally and can be inspected and cleared at any time.

Watch real terminal sessions

Production-style workflows: analyze → propose → confirm → execute.

Recorded terminal sessions

Scenario — Diagnose and fix a web server error (NGINX → Apache → Python)

Analyze the stack, identify the root cause, and propose fixes step-by-step with human confirmation.

bad


Command:
ai "Our nginx server returns an error on port 5000. Please investigate and fix."



good

Scenario — Clean up disk space safely

Analyze disk usage, propose safe cleanup steps, and execute only after confirmation.

Command: ai "Check disk usage and suggest cleanup"

Scenario — Generate automated backup scripts

Generate a documented shell script tailored to your environment that you can review and adapt.

Scenario — Find and install missing packages

Identify the correct package for a missing tool and propose the safe installation steps.

For MSPs and IT service providers

Operate across many customer servers from one account with controllable API keys.

One account, many customer environments

Create multiple API keys and use them across different servers or customers.

Impact: simple separation of access by customer or purpose.

Key lifecycle control

Activate or deactivate individual API keys at any time without affecting others.

Impact: quick offboarding if a key is exposed.

Ready to reduce ops time without losing control?

Install the client, get free credits, and try it on a real incident or routine task.

Ideal for teams who need speed, precision, and strong operational control.