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aiHelpDesk



aiHelpDesk: Agentic DB SRE Support



Founder of the Operational SRE/DBA Flywheel


info@aiHelpDesk.biz

About us



aiHelpDesk: The AI DB SRE That Learns From Every Incident



aiHelpDesk is an AI multi-agent system for diagnosing and remediating PostgreSQL (and PotsgreSQL derivative databases, like AlloyDB Omni) issues on Kubernetes and VMs. aiHelpDesk links frontier model reasoning to your specific environment — your databases, your tool catalog, your operational history — and couples it with a strictly governed execution arm that actually fixes problems, not just explains them



aiHelpDesk Core Concepts





There are just a few fundamental concepts that aiHelpDesk relies on:
an Incident, a Fault, a Playbook and a Vault.
There are a lot more smaller entities around those, but the core premise
of the Operational SRE/DBA Flywheel revolves around just these four.



Incident



Fault Injection Testing



Playbook



Vault



Vault of Institutional Knowledge



Operational Memory that Compounds



aiHelpDesk Blog Posts





Strategy



Your SRE On-Call Runbook Is Already Obsolete. Here’s Why That’s Not Your Fault


Introducing aiHelpDesk Operational SRE/DBA Flywheel




Strategy



Don’t Ask Your AI to Diagnose Production (unless you’ve given it a structured guided playbook)


Three ways to diagnose the same database outage where the LLM is absolutely confident that it knows the answer. And it’s wrong.




Strategy



Runbooks Rot. Playbooks Learn.


Operational SRE/DBA Flywheel: Ops Knowledge That Compounds. Automatically. Improving with every incident.



Strategy



The Missing Test Suite for AI Database Operations


You’re about to bet your SRE/DBA on-call rotation on an AI agent. Want to know if it’s any good before the 2am page goes off?




How To



aiHelpDesk QuickStart Guide on a VM or Bare Metal host


Bootstrap aiHelpDesk in 5 minutes / 3 easy steps



how to



aiHelpDesk QuickStart Guide for K8s


Bootstrap aiHelpDesk in 15 minutes / 7easy steps



how to



aiHelpDesk QuickStart Guide for Docker/Podman


Bootstrap aiHelpDesk in 10 minutes / 5 easy steps





aiHelpDesk