Your Marketing Team Is Now a Software Vendor
A DevOps engineer posted on r/devops this week with what reads like a familiar shadow-IT question dressed in 2026 clothes. Marketing, product, and sales people across his AI startup are shipping…
Posts tagged “devops”
The AI Didn't Delete Your Database. Your Missing Agent Pipeline Did.
Last week, a Cursor agent running on Claude Opus 4.6 deleted a startup's production database and its backups in nine seconds. The agent had been asked to fix a credential mismatch in staging. It…
Stop Turning Your Cron Jobs Into Agents
The current message from engineering leadership at most companies I talk to is some version of: "find the deterministic automation in your stack and make it agentic." A recent r/devops thread…
AWS Frontier Agents: What $50/Hour Pen Testing and $30/Hour SRE Means for Platform Teams
AWS just launched two autonomous AI agents — Security Agent and DevOps Agent — and they're both generally available now. These aren't chatbots with polished wrappers. They're persistent,…
Your Platform Team Needs an Agent Policy — Yesterday
On March 3rd, an attacker compromised the Xygeni GitHub Action by poisoning a mutable tag. Every CI runner referencing xygeni/xygeni-action@v5 quietly started executing a reverse shell to a C2…
The Practical Guide to AI/ML infrastructure on cloud platforms
Introduction Artificial Intelligence (AI) and Machine Learning (ML) continue to redefine how businesses operate, offering unprecedented opportunities for innovation and efficiency. The cloud has…
The Infrastructure Reality Check: Why Current Cloud Platforms Aren't Ready for the AI Revolution (And What Needs to Change)
After spending the last several years architecting AI workloads across AWS, Azure, and GCP, I've come to a sobering conclusion: our current cloud infrastructure was built for yesterday's…