stream

small movements across tools, interfaces, and workflows that feel worth paying attention to.

a teardown of a promising workflow that failed once the edge cases and cleanup steps showed up.

a few patterns i keep returning to while prototyping with language models and automation tools.

a compact build around notes, prompts, scripts, and the tiny tools that keep the loop moving.

why i keep choosing compact ai workflows that stay understandable after the first week.