Posts on software development, open source, product building, and AI. https://jukiper.com en From orchestrator workflows to AI agents: what changed in a decade, and what never does? Field notes on LLM agents from someone who writes automation for a living. https://jukiper.com/blog/llm-agents-through-an-automators-eyes/ https://jukiper.com/blog/llm-agents-through-an-automators-eyes/ AI Mon, 10 Aug 2026 00:00:00 GMT Where GenAI genuinely helps in an enterprise modernization project, where it fails, and the discipline that makes the difference. https://jukiper.com/blog/genai-legacy-modernization-field-notes/ https://jukiper.com/blog/genai-legacy-modernization-field-notes/ AI Sun, 09 Aug 2026 00:00:00 GMT Retiring ticket-driven infrastructure and building a platform product: a control plane with Crossplane, a GitOps loop with ArgoCD, and the pitfalls learned in the field. https://jukiper.com/blog/self-service-platform-crossplane-argocd/ https://jukiper.com/blog/self-service-platform-crossplane-argocd/ Automation Sat, 08 Aug 2026 00:00:00 GMT Alert triage, log summarization, runbook automation: what AI agents can genuinely do in operations today — and the on-call engineer's new job description. https://jukiper.com/blog/ai-agents-on-call/ https://jukiper.com/blog/ai-agents-on-call/ DevOps Fri, 07 Aug 2026 00:00:00 GMT The philosophy at the end of a career that began with recovering bytes from corrupted databases: automation isn't laziness — it's respect for people and time. https://jukiper.com/blog/why-i-automate-everything/ https://jukiper.com/blog/why-i-automate-everything/ Entrepreneurship Thu, 06 Aug 2026 00:00:00 GMT Semantic HTML, JSON-LD and llms.txt were all in place — until I checked. Ten category pages had no hreflang, and the live robots.txt was not the file I wrote. https://jukiper.com/blog/ai-friendly-websites/ https://jukiper.com/blog/ai-friendly-websites/ AI Tue, 21 Jul 2026 00:00:00 GMT Why JUKIPER exists, what it does and what it does not — and what you will find on this blog. The opening post of a company built on two things. https://jukiper.com/blog/hello-jukiper/ https://jukiper.com/blog/hello-jukiper/ Entrepreneurship Mon, 20 Jul 2026 00:00:00 GMT