01
The fastest operation is the one your algorithm avoids
Remove repeated work with better structures, indexes, sorting strategies, batching, and precomputation.
Independent field notes / Vol. 01
Precise explanations of the machinery, patterns, and tradeoffs that make Python feel deceptively simple.
Read the cover storyThe index
1 notes, edited for signal.
Remove repeated work with better structures, indexes, sorting strategies, batching, and precomputation.
Editorial policy
No listicles. No folklore. No just trust me abstractions.
Every note should leave you with a better model of the system, not just another snippet to paste.