Newsletter
Subscribe our newsletter
Get new infrastructure guides, comparison reports, and migration notes in your inbox.
Tag
AI
13 articles tagged AI, newest first.
The sysadmin job in 2026: shrunk by cloud and VMware, not AI
US sysadmin jobs fell 3.6% in three years, UK IT-ops ads 70%. The rate cycle, cloud and the VMware shock did most of it. AI is taking the junior work.
IT job market 2022 to 2026: openings fell, jobs held
Software, IT ops and marketing ads in Germany, the UK and France sit 35-54% below 2020. US IT employment grew in 12 of 17 occupations. Why both are true.
AI Cybersecurity: What 100+ Companies Want Now
OpenAI and 100+ signatories say AI attacks will spread fast and call for stronger access control, patching, testing, and defender tools now.
AI Just Took Over Zabbix: An MCP Server With 220 API Tools
How an MCP server exposing 220 Zabbix API tools turns monitoring into conversation, and the trust, safety and staffing worries it raises.
The 300K Observability Question: Is AI Actually Fixing Incidents?
Engineers weigh Dynatrace, Datadog and the Grafana LGTM stack on AI root-cause analysis, pricing and MTTR, and ask if premium AI observability pays off.
Broadcom's Record Quarter, $100 Billion AI Chip Bet and VMware Fallout
Broadcom's latest quarter signals an aggressive AI-era strategy built on custom silicon, networking dominance, and a high-impact VMware licensing reset.
IBM's $31 Billion Gut Punch: Is AI Cracking Big Blue's Moat?
IBM lost $31B in a day; here is what that move may signal about AI disruption, legacy moat durability, and market overreaction risk.
Can We Get an AI Megathread for Vibecoded Kubernetes Projects?
An r/kubernetes user asks for a megathread for vibecoded AI projects, and commenters weigh an outright ban, flagging and the weekly new tool thread.
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.
The State of AI in 2025: What Sets High Performers Apart
88% of organizations use AI but only a third are scaling it. How high performers differ: transformative goals, workflow redesign, agents and investment.
VMware's AI Integration Is Here, but Do Sysadmins Actually Want It?
VMware launched Intelligent Assist, an AI chatbot in vDefend. Why sysadmins distrust AI in production and where VMware AI could still earn a place.
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.
IBM Layoffs and AI Messaging: What IT Teams Are Discussing
A critical look at IBM layoffs, AI transformation messaging, and how cost pressure is affecting technology teams.