Struggles Adapting to the AT Protocol

adapting to atproto

Initial experiences with the AT Protocol as a hobbyist. The API structure is foreign compared to typical REST APIs — XRPC methods, lexicon-based validation, DID resolution, and repository semantics all require a mental model shift. The Python SDK (atproto) was unfamiliar territory despite Python being my primary language. TypeScript SDK (@atproto/api) felt more natural but still required understanding the underlying protocol concepts. Documentation was sparse and confusing at the time — mostly spec documents rather than practical guides. Built initial projects (markov bot, awoo bot, moon tracker) despite the friction, learning the protocol by doing rather than reading.