AI Agents: What They Actually Do Well (And Where They’ll Still Mess Up)
I've been running AI agents in production since 2026, and I'm tired of hearing they're going to replace sysadmins. They won't. But they will replace a…
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AI Workflows
Practical notes on AI, automation, content sites, and the machinery behind the work.
AI Agents: What They Do Well and Where They Still Need Help
I've been watching the AI agent hype cycle for two years now, and I'm tired of the "set it and forget it" promises. The reality is…
Real AI Guardrails for Production Systems
You've got an AI workflow running. Maybe it's drafting support responses, generating documentation, or helping your team triage alerts. It's working fine until it isn't—and then…
AI Workflows That Actually Work in IT Operations
I've been watching the AI workflow hype cycle for a few years now, and I'm tired of seeing the same recycled prompts promising to "transform your…
A Practical AI Workflow for Turning Ideas Into Work
I've been automating things since before it was cool, and I've watched AI go from "that thing IBM沃森 did on Jeopardy" to "every SaaS product adding…
AI Workflows That Actually Work: A Practical Guide
I've been automating things since before it was trendy. I've written scripts that saved hundreds of hours and scripts that blew up in production at 2…
AI Guardrails for People Who Run Real Systems
If you're wiring AI into your daily ops, you need guardrails. Not because AI is evil—but because it's confident, fast, and wrong in ways that look…
Practical AI Workflows That Actually Get Work Done
Most AI workflow guides are written by people who've never had to keep a server running at 2 AM. They show you a shiny diagram, tell…
When to Use an AI Agent Instead of Another Script
Most IT folks I know have written a hundred shell scripts. Cron jobs, Ansible playbooks, Python automation, you name it. Now vendors are pushing AI agents…
AI Workflow Guardrails for Real Systems
You read about companies dropping AI into everything and seeing 10x productivity gains. What they do not show you is the mess behind the scenes—the hallucinations,…