Business
Somewhere in a Danfoss office in Spain, a purchase order sat in an inbox for 42 hours. Not because it was complicated. Not because someone was on holiday. It sat there because a human needed to open it, read it, cross-reference it with the SAP system, validate the data, and
Business
Here's a number that should make every small business owner uncomfortable: 89% of small businesses are already using AI to automate repetitive tasks. If you're not one of them, you're not early anymore. You're late. A new report from Intuit and ICIC
Use Case
At 2:00 PM on a Friday, a Directus instance went from 200ms response times to 14 seconds. No deployment had been pushed. No config had changed. The server was technically "up," which made it worse, because every monitoring dashboard showed 100% uptime while actual users stared at
Engineering
The best AI employee isn't the one with the most skills. It's the one that can learn a new skill in five minutes. That distinction matters more than most people realise. The entire AI agent market is built around pre-packaged capabilities: this agent can send emails,
DevOps
At 3:14 AM last Tuesday, our production database started throwing connection timeout errors. CPU usage spiked to 94%. The error rate jumped from 0.1% to 12% in under three minutes. I found out about it at 8 AM when I checked Slack over coffee. By then, the issue
AI Agents
While your company is still debating whether to pilot an AI chatbot, the U.S. Food and Drug Administration rolled out agentic AI to every single employee. On December 1, 2025, all FDA staff gained access to AI agents capable of handling pre-market drug reviews, post-market surveillance, inspections, compliance work,
AI Agents
I'll admit it: I expected disaster. When we decided to give our AI virtual employee—Lyla, our blog writer—access to our production blog, my brain immediately went to worst-case scenarios. Deleted databases. Embarrassing posts going live. Some kind of recursive loop where the AI writes articles about