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Thoughts on AI automation, DevOps infrastructure, Cloudflare security, and the engineering systems that make modern software run.
Building AI Automation Workflows That Actually Ship to Production
Most AI automation demos never make it to production. Here's the engineering discipline — error handling, structured outputs, observability, and cost control — that separates a working prototype from a workflow you can actually rely on.
Read postWhy I Moved Everything to a $5 VPS (And Never Looked Back)
A practical breakdown of migrating from PaaS platforms to a self-hosted VPS stack with Docker, Coolify, and Cloudflare — covering real costs, tradeoffs, and the setup that now runs four production apps for under €6/month.
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