A hand draws a glowing warm-gold path through layered teal digital wireframes, illustrating an orchestration plan threading through complex AI tooling.

Why I Believe in Agentic Recipes

I built my AI tooling one layer at a time, each piece added because something was breaking when I did not have it: scope, atomic guides, the curl rule, validators, the playbook. Working on the biggest tool I am still building, I hit a wall I had to name. Use drush is a rule. Wire responsive images for this project is an orchestration. Both are opinions, but they are not the same artifact shape. This post walks that journey to the layer I think is missing, and asks whether other people building AI tooling on real projects feel the same gap.

Estimated read time: 8 minutes
Technical architect orchestrating development team coordination like Kubernetes container orchestration

Orchestrating Development Teams Like Kubernetes

Applying Kubernetes orchestration principles to development teams. How technical architects coordinate talent based on what each task actually requires.

Estimated read time: 3 minutes
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