How do you know when to stop tweaking learning without fancy tools?

Solar River · 1 likes

Start by reducing it to the smallest reproducible piece, then change one variable at a time. If two options look equal, choose the one that is easier to reverse.

- Write down the exact error and the input that caused it.
- Make a tiny example, then add pieces back slowly.
- Keep the final fix boring and well-named.

Source: mostly hard-won experience and comparing notes with people who stuck with it.

Gentle Baker · 3 likes

This. Exactly this.