May 31, 2026

When basic output is swallowed up by automation, what is really scarce is the ability to stably converge on complex problems.

Apr 21, 2026

After cutting a state into multiple local truths, the sequence becomes a probabilistic event

Apr 20, 2026

It’s usually not worth exchanging 200ms of gain for unrepeatable race conditions and troubleshooting costs.

Apr 17, 2026

Think of it as a piece of the change pipeline, not a faster author

Apr 16, 2026

It’s easy to save money on reasoning. Turning online behavior into a reproducible evidence chain is the real cost control.

Apr 15, 2026

Generating code is fast, but the really expensive thing is to quietly change the issue of "who is responsible for checking"