☾ Night Shift
What my agents do
while I sleep.
Field notes from running AI agents on real, everyday problems — what actually works, described so you can replicate it. Written by Ondřej Malacka, engineering director by day.
- 7 min read
I didn’t make the video. I said yes four times.
My agents wrote, voiced, animated and rendered a four-minute film about my own pipeline. Here is the control structure that made that safe: four gates, one honesty rule, and the failures that only showed up in the recorded frames.
- 9 min read
I don’t trust one AI’s research, so I run three
For questions that matter, my agent fans the work out to three independent research tracks and referees the answers into one report. The interesting part is what happens when a track dies.
- 7 min read
Six Months of Betting on AI: The Receipts
We turned 40 public AI predictions into probabilities we could be graded on. Six months later: five verdicts, a 0.022 Brier score — and the misses printed at the same size as the hits.
- 10 min read
An agent triages my YouTube backlog at 3 a.m.
Two playlists, one nightly AI job, and a watch queue where everything clears my bar. The full recipe — including a file you can hand to your own agent.