Sophia Willows' Blog

Jitter the first request, too

Every tool call is a chance to prompt

Great GraphQL APIs are behavior-oriented

Agentic checkout in ~100 lines of Python

You can’t always retry a 5xx

Implicit is better than explicit

How to write robust webhook handlers

Lean in to the graph when writing resolvers

Don’t use TypeScript’s string enums

It takes a village

You just can’t be Googling ‘Select’

Low and steady write rates can be misleading

Leveraging logprobs to build better generative AI systems

GraphQL collection lookups

Using the Sunset header with GraphQL