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AI co-administration for Linux and FreeBSD

Interactive troubleshooting - or guard-railed automation.

One product with two entrypoints. Different built-in guards for different workflows.

Admin CompanionAdmin Companion - choose your entrypoint
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ai - interactive co-admin
  • Human-in-the-loop: every command requires explicit confirmation.
  • Investigate-first workflow before proposing changes.
  • Uses real command output step-by-step.
Learn More
ac-ops - guard-railed automation

Imagine: When an error occurs, your monitoring system automatically opens a ticket for your admin/on-call, including a first investigation result and proposed next steps.

  • Policy-enforced use-cases define tool allowlists and restrictions.
  • Bounded behavior: timeouts and output limits for predictable runs.
  • Automation-friendly: writes primary output to stdout. You choose JSON or text.
Learn More
Debian Ubuntu RHEL Fedora FreeBSD and more

Terminal-native workflow. Built for server operations and DevOps: clarity, traceability, and control.

Start in minutes


Install the client, connect to your account, and use it directly in your shell.

Download & Install
Create account and get free credits

Contact our sales for server fleets, workflows, and other questions.

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Designed for production environments

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

Curated admin references
Higher precision in Linux/FreeBSD ops than generic chat
Made in Germany
Developed in Germany, operated by a German company

Featured in the press

Independent coverage of Admin Companion.

IT-Administrator
Logos are trademarks of their respective owners and are used for reference purposes only.

ai - interactive co-admin

  • Human-in-the-loop: every command requires explicit confirmation.
  • Investigate-first workflow before proposing changes.
  • Uses real command output step-by-step.
Watch interactive sessions Download & Install

What you get

ai - interactive co-admin

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.

library_books

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.

terminal

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

ai - interactive co-admin

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

ai - interactive co-admin

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

ai - interactive co-admin

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.

Kubernetes 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

ai - interactive co-admin

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.

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

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Download & Install Create account and get free credits

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.

ac-ops - guard-railed automation

Automation mode - ac-ops

  • Policy-enforced use-cases define tool allowlists and restrictions.
  • Bounded behavior: timeouts and output limits for predictable runs.
  • Automation-friendly: writes primary output to stdout. You choose JSON or text.
Documentation: ac-ops

Automation mode - ac-ops

ac-ops - guard-railed automation

Guard-railed ops automation designed for production workflows.

What it is for

Use ac-ops when you want repeatable operations: CI jobs, scheduled checks, and runbooks.

Typical use-cases: Docker, Kubernetes, Terraform, Ansible

Built-in guardrails

  • Tool allowlists: only explicitly allowed tools can be called.
  • Per-tool restrictions (example: FileQuery path allow/deny; deny wins).
  • Bounded output and timeouts to keep automation stable.
  • Auditable runs: optional debug/audit logs with bounded records.
Documentation: ac-ops

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.

Talk to us about MSP workflows

Ready to reduce ops time without losing control?

Install the client, get free credits, and try it on a real incident or routine task.
Download & Install Create account and get free credits Contact Sales

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