LLM Agents Through the Eyes of a Ten-Year Automator
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.
JUKIPER
Notes from the workshop: software, product, open source. No polish, just experience.
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.
Where GenAI genuinely helps in an enterprise modernization project, where it fails, and the discipline that makes the difference.
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.
Alert triage, log summarization, runbook automation: what AI agents can genuinely do in operations today — and the on-call engineer's new job description.
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.
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.
Why JUKIPER exists, what it does and what it does not — and what you will find on this blog. The opening post of a studio built on two things.