Notes on automation systems, n8n workflows, AI agents, integrations, content pipelines, and the logic behind making messy processes work reliably.
Mar 22, 2026
A walk to school, a question about pi, and a reminder that reality is often more interesting than our first explanation.
Mar 21, 2026
A content system that reads, ranks, writes from multiple angles, and then journals about its own existence.
Mar 20, 2026
Three automations that still work because they remove friction without trying to replace judgment.
Mar 19, 2026
Most automations do not fail because the tech is weak. They fail because the problem, UX, or scale assumption was wrong.
Mar 18, 2026
How we replaced a repetitive personal-brand content bottleneck with a hyper-specialized image workflow.
Mar 17, 2026
Reliability usually comes from a few boring decisions made early.
Mar 16, 2026
How to reduce cost without carrying over brittle logic from the old setup.
Mar 15, 2026
The difference between AI workflows that impress in demos and systems that reduce real operational load.
Mar 14, 2026
A practical look at why automation becomes fragile and what to design before you connect your first node.