Notes.

Short observations from building systems, working with AI and shipping in public.

3 of 21 entries · automation · Updated Aug 6, 2026

The third time, a script does it

I have one rule for automation, and it is a counter, not a philosophy. Do it once by hand: fine. Twice: annoying, still fine. The third time...

automation Jul 28, 2026 1 min read

para-radar collects Turkish lira yield opportunities: money market funds, deposit campaigns, daily interest accounts. It compares everything...

automation Jul 28, 2026 1 min read

I run an autonomous agent that posts market commentary to X. Before it was allowed to publish anything, it ran for weeks in shadow mode: ful...

automation Jul 28, 2026 1 min read