From the field

From the field is where Hayka Pacha writes down what we actually run in production. No theory, no recycled best-practice listicles — these are field notes from building and operating AI-automated infrastructure for ourselves and our clients. We cover the autonomous agents that write, deploy and monitor our systems, the Cloudflare and Astro pipelines behind this very site, the SEO and content automation that drives our growth, and the engineering decisions — and mistakes — that shaped each product. Every article comes from a system we ship, maintain and measure. Expect concrete numbers, real incidents and reproducible workflows you can apply to your own stack.