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Tag
Automation
19 articles tagged Automation, newest first.
Proxmox GitOps: 5 Ways to Automate Your Cluster
Proxmox GitOps works best when Git records the intended state, automation applies predictable changes, and humans still control risky operations.
10 Proxmox VE 9 Tools Worth Trying in 2026
The most useful Proxmox tools in 2026 are the ones that remove repetitive work without hiding what they are changing.
Measuring Toil Reduction in SRE and Operations
How to measure toil reduction in SRE and infrastructure operations with task frequency, manual minutes, exception handling, MTTR and SLO guardrails.
Automatic, Semi Automatic and Manual Remediation in IT Operations
Automatic, semi automatic, and manual remediation differ mainly in who is allowed to authorize and execute the recovery action.
Automating Data Centers With Approvals, RBAC, Rollback and Audit
Enterprises can automate data center operations safely by separating observation from change and separating low-risk actions from high-risk ones.
How to Automate Data Center Hardware Health Inspections
How to replace manual data center checks with scheduled hardware inspections, exception reports, and work orders for the findings that need action.
How IT Teams Can Measure Whether Automated Remediation Is Working
Metrics that show whether automated remediation improves IT operations: MTTR, MTTD, toil, rollback and recurrence, SLOs, and L1 to L3 risk tiers.
Bare Metal Provisioning: OS, GPU Drivers and Monitoring
How automated bare metal provisioning discovers and validates servers, installs the OS and GPU drivers, enables monitoring, and admits nodes to the pool.
Safely Automating Batch Patching, Firmware, Config and Scripts
How to automate patching, firmware upgrades, configuration changes and scripts safely with baselines, canaries, staged rollout, stop rules and rollback.
Zabbix Webhook Media Types: Monitoring Into Automation
Zabbix webhook media types push alerts into tickets, workflows and two-way integrations, with JavaScript logic that can speed things up or add chaos.
Migrating 1,500 VMs From VMware vSAN to Proxmox: What Goes Wrong
Migrating 1,500 VMs off VMware sounds automatable until storage bottlenecks, Windows driver issues, and downtime tradeoffs expose the true blast radius.
Stop Overengineering Your Homelab: The Debate Over SSH Keys
Why a simple question about SSH keys in homelabs turns into a debate over control, convenience, automation, and how much engineering is too much.
The Automation Gap When Replacing VMware With Proxmox
Moving from VMware to Proxmox leaves no Aria Automation portal. How teams replace self-service VM provisioning with Ansible, AWX, CloudBolt or scripts.
Where's vMotion? The VMware to Proxmox Learning Curve
What VMware admins find when moving to Proxmox: live migration without DRS, SDN VNets vs Open vSwitch, Linux bridges, PCIe passthrough and Ceph.
Proxmox Update Strategies: Automation Patterns from Real Operators
A look at how homelabbers actually keep Proxmox, LXCs, and VMs updated, from elegant automation to hopeful reboots.
AI Didn't Kill DevOps, but It Made the Stakes Way Higher
AI speeds up DevOps work, including the mistakes. Where AI helps, where it adds risk in production, and why humans must stay in the loop.
Why Your 12-Hour Zabbix Alert Summary Misses Active Problems
Why 12-hour event summaries miss long-running active incidents, and how to merge history and current problem state correctly.
Claude, Copilot, and Chaos: How AI Is Hollowing Out Tech Teams
An AI coding trial turned into a reason to cut DevOps hiring, and engineers on Reddit say juniors and the talent pipeline are paying for it.
Proxmox Helper Scripts: Handy Shortcut or Hidden Security Risk?
Why the Proxmox community is split on helper scripts: fast installs for busy homelabbers versus trust, security and learning concerns, plus a middle path.