Insight 11 Mar 2026
From Docker alert to Slack: a deep dive into Admin Companion Gateway and ac-opsThis deep dive walks through a concrete secnario: A Docker-related alert is forwarded by Alertmanager to Admin Companion Gateway, routed into a restricted ac-ops use-case, and returned as a Slack notification with first analysis and recommended action.
ayonik engineering
News 10 Mar 2026
Admin Companion expands into guard-railed automation and event-driven workflowsWith the 6.x versions, Admin Companion has become more than an interactive shell assistant. It introduced ac-ops for guard-railed automation, and Admin Companion Gateway as a separate package for event-driven workflows. Together this makes Admin Companion a platform for three connected operating modes: interactive co-administration, bounded automation, and alert-driven analysis, notifications, and ticketing.
ayonik engineering
Insight 05 Jan 2026
Admin Companion vs. Gemini CLI: Confirmation-gated ops and extensible, tool-driven workflows
ayonik engineering
Insight 19 Dec 2025
Admin Companion vs. RHEL Lightspeed command-line assistant (CLA): confirmation-gated execution and RHEL-grounded guidanceAdmin Companion and the RHEL Lightspeed command-line assistant both bring natural-language help to the terminal, but with different strengths. This article highlights their key differences and when to choose which.
ayonik engineering
News 17 Dec 2025
Admin Companion V5.4: Beyond Dialogue History: Long-Term MemoryAdmin Companion already preserved context across sessions via dialogue history. The new long-term memory layer is different: it’s managed by Admin Companion, doesn’t “fade out,” stays local, and is transparent.
ayonik engineering
News 12 Dec 2025
GPT-5.2 Is Now Available in Admin CompanionStarting today, GPT-5.2 is available in Admin Companion. Admin Companion remains what it has always been: a Human-in-the-Loop AI assistant for Linux and FreeBSD system administration. It helps you plan, troubleshoot, and develop scripts, but you review and confirm before anything runs.
ayonik engineering
News 01 Dec 2025
Admin Companion v5.2 Released – Now Welcoming FreeBSD UsersWe’re excited to announce the release of Admin Companion v5.2 - a milestone update that expands our platform beyond Linux. For the first time, FreeBSD users can now use Admin Companion natively, bringing our human-in-the-loop AI assistant to one of the most respected operating systems in the UNIX ecosystem. This release also delivers multiple improvements to command handling and terminal output behavior. Welcome, FreeBSD community - we’re glad to have you on board.
ayonik engineering
News 19 Nov 2025
Admin Companion v5.1 Released - Now with OpenAI GPT-5.1 Model SupportWe’re happy to introduce Admin Companion v5.1 - our latest release designed to bring you even smarter, more reliable assistance in the Linux CLI. This version delivers full support for OpenAI’s new GPT-5.1 model and key enhancements tailored for system administrators.
ayonik engineering